Articles

artificial intelligence Article

<a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/critics/andycohen">Andy Cohen</a><a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/critics/deane"> </a>is the founding architect of Sitecore XM Cloud. He is VP/Chief Architect at <a target="_blank" rel="noopener noreferrer" href="https://www.altudo.co/">Altudo</a>, and a CMS Critic contributor. <hr /> When people talk about personalization, they often mean “the right content to the right person at the right time.” That idea is now past tense.I have watched this shift play out up close, from <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/sitecore">Sitecore’s</a> early rules-based personalization, through <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/contentstack">Contentstack’s</a> use of edge-based personalization in a composable architecture, to <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/optimizely">Optimizely’s</a> launch of Opal, a system of marketing AI agents. Personalization no longer stops at swapping content on a page. It now reaches into the interaction itself, and soon, into the relationships agents form with one another.<h3 id="when-agents-adapt-to-us">When Agents Adapt to Us</h3>That shift, from “what” to “how,” is where the major CMS players are already moving, and you can see it in the different bets they're making:<ul><li>Contentstack has put its weight behind <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/livin-on-the-edge-contentstacks-new-adaptive-dxp-might-just-rock-your-world">EDGE</a>, which they call a hyper-personalization platform. It blends their headless CMS with a real-time CDP, AI, and automation. The goal is simple but ambitious: deliver one-to-one experiences in the moment and at scale. Because it is composable, brands can adapt interactions without locking themselves into rigid patterns. What strikes me about EDGE is that it reframes personalization as something continuous, not a campaign you set and forget.</li><li>Optimizely has taken another route with <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/optimizely-opal-gets-supercharged-for-agentic-ai-powering-infinite-use-cases-for-marketers">Opal</a>. Instead of a single assistant, Opal is built as a collection of agents that act like members of a marketing team. There is a campaign manager agent, a personalization advisor, a market researcher, and more. With the 2.0 release, Optimizely put the emphasis on letting these agents collaborate and run multi-step workflows across content, data, and experimentation. I have seen teams spend weeks coordinating those same steps manually. Opal hints at a world where marketing execution is handled by an ensemble of digital teammates who can plan, act, and adjust together.</li><li>Sitecore has focused on bringing assistance directly into daily work. Through <a target="_blank" rel="noopener noreferrer" href="https://www.sitecore.com/products/sitecore-stream">Stream</a>, they have introduced AI copilots that support authors and marketers in real time as they draft and optimize campaigns. On top of that, Sitecore’s partnership with <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/sitecore-sharpens-ai-focus-with-strategic-partnership-and-new-leadership-appointments">Gradial</a> shows how agentic workflows can extend into campaign execution. It is not just about smarter editors or quicker drafts. It is about agents that can carry intent through to delivery and adapt along the way. For a company that has lived for years in the world of static content publishing, that is a meaningful step forward.</li></ul>None of these approaches feels like a gimmick.They are different answers to the same problem: personalization is no longer about what content you are shown, it is about how the interaction unfolds. Whether that happens through hyper-personalization at the edge, through orchestrated marketing agents, or via copilots and execution partners, the shift is real and already in motion.<h3 id="what-nondeterminism-really-means">What Nondeterminism Really Means</h3>Most software behaves like math: 2 + 2 always equals 4. Generative AI does not. Ask it to draft a thank-you note and you will get three different answers, all plausible, none identical. That variability is what we call nondeterminism.It is the very thing that makes AI feel creative, but also the reason it needs personalization to stay useful. As <a target="_blank" rel="noopener noreferrer" href="https://parivedasolutions.com/perspectives/managing-the-non-deterministic-nature-of-generative-ai/">Pariveda Solutions points out</a>, nondeterminism is what makes AI flexible and creative, but it also introduces governance challenges that remain unresolved. In my own work with <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/getting-loud-with-xm-cloud-sitecore-reports-100-growth-of-its-ai-powered-cloud-based-cms">XM Cloud,</a> I have seen how unpredictable outcomes can be a feature if the system adapts well – and a liability if it does not.<h3 id="when-agents-adapt-to-each-other">When Agents Adapt to Each Other</h3>The next frontier is agents adapting not just to us but to each other. Nondeterminism multiplies when two autonomous systems interact. They need ways to converge on workable outcomes.Sometimes that looks like adjusting communication style, where one agent is structured and terse, another free-form and verbose. Sometimes, it means learning to accept differences in task style, such as fast approximation versus cautious step-by-step reasoning. Other times it's about role negotiation: who leads, who validates, who escalates.And sometimes it is memory. Agents do not just adapt in the moment; they remember. That memory can look like a grudge. A search agent that hallucinated last time will get fact-checked the next. A procurement agent that botched a deal may face stricter oversight. Even first impressions stick. If an agent’s very first hand-off is sloppy, the other agent may never fully trust it, no matter how good the later work becomes.Humans behave the same way. In corporate life, one bad kickoff meeting can color a partnership for months. Agents will carry those patterns too.<a target="_blank" rel="noopener noreferrer" href="https://www.deepset.ai/blog/ai-agents-and-deterministic-workflows-a-spectrum"> Deepset calls this the “spectrum of determinism to nondeterminism</a>.” I call it relationship management.<h3 id="everyday-illustrations">Everyday Illustrations</h3>Picture a grocery agent told to buy apples if they are $0.99 a pound. A deterministic system comes back empty because they are $1.09. An adaptive one checks with you, “They are a little higher today. Should I buy anyway?” That is useful, until the store’s own agent learns to nudge yours into paying even more.Or ride-hailing. You set a $20 target. The price surges to $23. Do you want your agent to decline, wait, or decide on its own? What happens when the ride-share’s agent starts upselling yours into priority pickup at $28?Or travel. You say, “Book me a flight under $500.” The system finds none. A flexible agent returns with, “There is one at $525 with better times. Should I grab it?” Helpful, but it shows how quickly rules can bend.In the enterprise, this gets thornier. Procurement policies might cap software licenses at $50 per seat. A deterministic agent halts the deal. A personalized one negotiates to $55 and closes it. That looks like a win until you realize the vendor’s agent deliberately anchored higher, knowing yours would flex upward.Healthcare raises the stakes even more. You ask for an appointment with your doctor next week. A rigid agent says none available. A personalized one offers a nurse practitioner tomorrow or a specialist in two weeks. That looks like a better experience, but it could also push you toward higher-margin services instead of the care you really wanted.<a target="_blank" rel="noopener noreferrer" href="https://www.salesforce.com/blog/deterministic-ai/">Salesforce has written about this exact problem</a> of when to script agents tightly and when to let them roam. I see it every day in delivery projects. Too rigid and you frustrate users. Too loose and you open the door to manipulation.<h3 id="agents-that-carry-“you”-with-them">Agents That Carry “You” With Them</h3>Now push it further. Imagine your agent not only executes tasks but carries your personality footprint into every interaction. If you are cost-sensitive, it pushes harder. If you are time-poor, it pays more for speed. If you are detail-driven, it double-checks everything.What if you could swap personas entirely?<ul><li>"Frugal Andy" does the grocery shopping</li><li>"Executive Andy" books the flights</li><li>"Playful Andy" explores games and hobbies.</li></ul>Your agent would not only personalize to you. It would personalize as you.But there is risk in this. If the other agent knows who you are or which persona you are using, it can adapt back. That can be powerful when aligned with your goals, but it can also be exploited. Imagine a vendor agent that recognizes executive mode and steers you toward premium packages.This is not hypothetical. Optimizely’s Opal agents already act like different team members depending on context. Contentstack’s Brand Kit lets you define voice profiles and store guidelines so that every AI-generated artifact reflects your identity. Sitecore’s Stream copilots are designed to guide content creators in real time, aligning their work with brand and role expectations.These are early signals of a future where agents carry pieces of us, including quirks, preferences, and even biases, into every exchange.<h3 id="why-this-matters">Why This Matters</h3>This is why nondeterminism is not a flaw but the feature. Deterministic systems did not need personalization. There was only one output. Nondeterministic systems can go in many directions, and personalization is what prevents chaos.The best metaphor I know is jazz. Musicians improvising do not know exactly where the others will go. They adapt, they respond, they personalize their playing to the group. The music works not because it is scripted but because the players trust each other enough to bend and flex.<a target="_blank" rel="noopener noreferrer" href="https://www.mckinsey.com/capabilities/quantumblack/our-insights/seizing-the-agentic-ai-advantage">McKinsey has argued</a> that this adaptability is the defining advantage of agentic AI. From what I have seen in publishing systems, SaaS cost optimization, and large-scale CMS migrations, I agree. The resilience comes not from rigid plans but from the ability to adapt in context.<h3 id="what-leaders-should-prepare-for">What Leaders Should Prepare For</h3>Leaders should focus on their readiness in key areas. For example, trust frameworks must extend beyond human-agent interactions into agent-to-agent ecosystems. Standards cannot stay as fixed APIs; they need flexibility built in. Identity management has to protect personality profiles and alter egos from misuse. And agents must be able to remember not just what they did for us, but how they worked with others.<h3 id="the-future-of-personalization">The Future of Personalization</h3>Personalization started with content. It evolved into experiences. Now, it is moving into interactions – first with humans and then with other agents.If we get this right, nondeterminism will not be something to suppress. It will be the source of resilience, adaptability, and creativity. The companies that thrive will not just personalize their websites. They will personalize their agents. Those agents will adapt to us, and to each other, in ways that reflect who we are or even who we choose to be.And like humans, they will remember. First impressions will matter. Grudges may form. And relationships between agents will start to look a lot like relationships between people. <hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:31.61%" src="https://cmscritic.com/ms-content/uploads/2025/08/storyblok-joyconf-2025-logo.jpg" /><h4 id="storyblok-joyconf-2025"><a target="_blank" rel="noopener noreferrer" href="https://joyconf.storyblok.com/">Storyblok JoyConf 2025</a></h4>October 14-15, 2025 – Amsterdam, Netherlands November 4, 2025 – New York, NY November 6, 2025 – Los Angeles, CAJoin us at JoyConf 2025, where the future of content meets the people shaping it. Built for developers, marketers, and digital innovators, this free conference goes way beyond product updates or yet another strategy playbook. It’s where you’ll get inspired, get real, and get connected – to ideas, to the community, and to what’s possible when you build joyfully. Whether you're building lightning-fast frontends or launching cross-channel campaigns, this is where content becomes connection and collaboration becomes second nature. Come for the talks. Stay for the community. Leave with joy. <a target="_blank" rel="noopener noreferrer" href="https://joyconf.storyblok.com/">Save your spot.</a> <img style="width:28.9%" src="https://cmscritic.com/ms-content/uploads/2025/08/sitecore-symposium-2025.jpg" /><h4 id="sitecore-symposium-2025"><a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Sitecore Symposium 2025</a></h4>November 3-5, 2025 – Orlando, FLAt Sitecore Symposium, you’ll learn how to meet your customers where they are – across channels, moments, and touchpoints that didn’t exist a year ago. You’ll hear how the boldest brands in the world are transforming content into outcomes and creating experiences that are fast, relevant, and human. Join 1,500 marketers, digital leaders, and technologists in Orlando to see what’s possible when personalization scales, AI accelerates creativity, and trust becomes your competitive edge. This is the Third Wave of the Internet. And this is your moment to lead in it. <a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Get your tickets today.</a> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FLMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

Agent-to-Agent Personalization: Trust, First Impressions, and the 'Grudge' Factor

andycohen

<hr /> If you think it was hard getting tickets to Hamilton, try scoring seats for the <a target="_blank" rel="noopener noreferrer" href="https://thesavannahbananas.com/team/">Savannah Bananas.</a> Oh, you’ve never heard of them? Let me enlighten you.You see, there’s baseball. And then there’s Banana Ball. They grow on the same tree, but the latter is a completely different kind of fruit. One might say it’s more, well… “a-peeling.” Once called <a target="_blank" rel="noopener noreferrer" href="https://www.youtube.com/watch?v=T5RkB7_qNh8">“The Greatest Show in Sports” by ESPN,</a> the Savannah Bananas is easily the most fun you’ll ever have watching America’s favorite pastime. Banana Ball follows its own zany rules, injecting dancing players, acrobatics, and trick plays that challenge the status quo – often bringing fans and spectators into the experience.What made this quirky sport a viral sensation and a big-time brand success? Find out from <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/yellowtuxjesse/">Jesse Cole,</a> the owner of Savannah Bananas, at <a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Sitecore Symposium 2025</a>, November 3–5 at the Walt Disney World Dolphin Resort in Orlando, Florida. In his exclusive keynote, you’ll get the whole “brand banana” and then some. This year’s Symposium also promises a backdrop for upleveling your marketing using AI, data, and content to build experiences that are bona fide home runs.   Before you go bananas over this news, Sitecore has a few more things planned for this year’s Symposium. By the way, early bird ticket pricing ends this week (September 12), so register now at <a target="_blank" rel="noopener noreferrer" href="http://symposium.sitecore.com/">symposium.sitecore.com </a> <h3 id="loading-the-bases-with-brand-power">Loading the bases with brand power</h3>For Jesse, Banana Ball is the realization of his dream to make baseball livelier and more fun. The Savannah Bananas are often on the road, playing in front of sold-out stadiums to raucous fans who come for the sport, but stay for the batters on stilts and the shortstop’s cartwheels. Or even the musical interludes from the All-American Rejects.As Jesse said during <a target="_blank" rel="noopener noreferrer" href="https://www.youtube.com/watch?v=Hluf-1XUb2k">an interview</a> on a recent edition of 60 Minutes, it started as baseball. “But now,” he said wryly, “let’s just turn it up a little bit.” Jesse’s story is a remarkable one. When his dream of playing professional baseball was sidetracked by injury, he steered into coaching. Along the way, he realized just how bored he was sitting in the dugout – and that’s where the showman bug bit him. He started incorporating choreographed dances and baseline hijinks into the games. He even donned a whacky yellow hat as an homage to PT Barnum. As the famous circus proprietor once said, “Without promotion, something terrible happens: Nothing!” Jesse embodies that belief – and proudly wears his brand out loud every day.“If your owner is dressed up in a yellow tuxedo,” he said, “I think that gives permission to everyone else to not take themselves too seriously. To have fun.”This is a big part of what makes Banana Ball different. It’s not just the dancing umpires or golden capes. It’s the philosophy that drives it all. You'll get a better sense of it from that 60 Minutes package: <figure class="media"><div data-oembed-url="https://www.youtube.com/watch?v=Hluf-1XUb2k"><div style="position:relative;padding-bottom:100%;height:0;padding-bottom:56.2493%"><iframe src="https://www.youtube.com/embed/Hluf-1XUb2k" style="position:absolute;width:100%;height:100%;top:0;left:0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe></div></div></figure> As you can see, Jesse screams authenticity. It’s a rare quality these days, but he’s the real deal – and cares deeply about the fans and community he’s cultivated. Despite the slim odds of actually nailing tickets for a game (there are thousands on the waitlist), the Savannah Bananas are committed to making their family-friendly fun affordable and accessible. And Jesse, a visible brand himself on social media, is always looking for ways to make fans feel like they’re the number one priority.Banana Ball has become a viral sensation, and attendees of this year’s Symposium 2025 will get a taste of it as Jesse Cole delivers the main stage keynote. His disruptive thinking has turned spectators into participants – and in many ways, that reflects Sitecore’s focus on helping brands move beyond transactions to create moments that matter. At Sitecore Symposium 2025, attendees will explore how to apply this ethos to their marketing strategy using AI, data, and content. Like the Savannah Bananas, the right combination of tools and thinking can help build experiences that feel personal, participatory, and even unforgettable. According to <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/sitecore-taps-veteran-eric-stine-as-ceo-to-lead-next-phase-of-growth-and-innovation">Sitecore CEO Eric Stine,</a> Jesse has transformed the fan experience by proving that joy and connection can create lasting loyalty. “That same principle applies to every brand represented at Symposium,” he said. “With the scale and speed of AI-driven personalization, companies have the power to translate complex products, large end-markets, or immense amounts of content into meaningful experiences that are both personal and enduring.”<h3 id="explore-the-future-of-ai,-data,-and-content-in-paradise">Explore the future of AI, data, and content in paradise</h3>Symposium 2025 is the second event that Sitecore has held in Orlando this year, starting with its <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/roi-explosion-sitecore-xm-cloud-delivers-371-return-on-investment-as-it-powers-the-agentic-future">Sales Kick Off back in July.</a> Orlando is a true “experience economy,” one of many reasons why it’s an ideal backdrop for an event that will attract 1,500 marketers, technologists, and digital leaders from around the globe.It’s also in Florida during the thick of autumn – exactly when the word “paradise” gets tossed into the descriptions. The air will be warm, the palm trees swaying, and the amenities are bountiful at the luxurious Dolphin Hotel. It’s also a stone’s throw away from Disney’s Boardwalk and a short hike to the Epcot theme park. While Jesse Cole is a big draw, Sitecore will also showcase its latest innovations at the event, including its <a target="_blank" rel="noopener noreferrer" href="https://www.sitecore.com/partners/marketplace">newly launched App Marketplace,</a> which provides marketers, developers, and agency partners the freedom to build and deploy custom apps on demand using Sitecore’s SDK. When coupled with <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/getting-loud-with-xm-cloud-sitecore-reports-100-growth-of-its-ai-powered-cloud-based-cms">XM Cloud,</a> Sitecore’s AI-ready, SaaS-native CMS, the App Marketplace provides dynamic solutions for brands to scale personalization with speed, flexibility, and precision – turning digital spectators into active participants. And XM Cloud continues to establish itself as a game-changer for organizations, delivering a <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/roi-explosion-sitecore-xm-cloud-delivers-371-return-on-investment-as-it-powers-the-agentic-future">371% return on investment.</a> At Symposium, attendees will be treated to real-world stories from customers like the American Heart Association, DP World, GoTo Technologies, and WellSpan Health, illustrating how Sitecore is helping organizations transform their digital strategies – not just with tools, but with a mindset shift toward experience-led growth. “Partnering with Sitecore allowed us to move fast and deliver results,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/pemahoney/">Peter Mahoney,</a> Chief Commercial Officer at GoTo Technologies. “In a matter of weeks, we consolidated fragmented digital experiences, launched scalable personalization, and introduced innovations like a simplified product selector. As a result, we saw a 78% surge in organic trial conversions, a 200% improvement in lead quality and a projected 60–70% reduction in infrastructure costs. This wasn’t just a redesign – it was a transformation of how we engage, convert, and grow.”<a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/masha-rubashkina-70b9361b/">Masha Rubashkina</a>, Managing Director, Global Head of Marketing and Branding at Kroll, also underscored the transformative impacts of XM Cloud on its Kroll.com website. As she said, it was more than just a platform upgrade – it set a new standard for digital excellence. “We have transformed how we present and deliver the firm to our clients, bringing clarity to our capabilities and strengthening our brand through a unified, global digital experience,” she said. “This new platform enables both our teams and our clients to move with greater speed, precision, and relevance – supporting marketing-led growth and reinforcing our position as a trusted advisor worldwide.”<h3 id="see-you-at-sitecore-symposium-2025">See you at Sitecore Symposium 2025</h3>Or Bananaland. Bottom line: we'll be having fun as we explore the future of digital experiences.Symposium is easily one of my favorite events of the year. It’s a chance to learn, connect, and be inspired by the people and projects being built on Sitecore. I'm also eager to hear about the real-world challenges affecting the content management and digital experience industry inside one of the leading ecosystems.Just like last year, I’ll be on the ground at Symposium 2025, connecting with partners, customers, and builders like you from across the Sitecore community. If you <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/sitecore-rocks-and-rolls-in-music-city-the-top-5-tracks-from-symposium-2024">read my analysis</a> from 2024 in Nashville, XM Cloud was already on a roll – and since then, it has continued to be a home run product for Sitecore. We’ll be tracking more of your stories as you share project outcomes and discuss the impacts of AI with Sitecore Stream and other advancements. If you want to join me, early bird pricing ends September 12, so register today at <a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">symposium.sitecore.com</a> <hr /><h4 style="text-align:center" id="looking-for-guidance-on-sitecore?-talk-to-an-expert.">Looking for guidance on Sitecore? <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/contact">Talk to an expert.</a></h4><hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:31.61%" src="https://cmscritic.com/ms-content/uploads/2025/08/storyblok-joyconf-2025-logo.jpg" /><h4 id="storyblok-joyconf-2025"><a target="_blank" rel="noopener noreferrer" href="https://joyconf.storyblok.com/">Storyblok JoyConf 2025</a></h4>October 14-15, 2025 – Amsterdam, Netherlands November 4, 2025 – New York, NY November 6, 2025 – Los Angeles, CAJoin us at JoyConf 2025, where the future of content meets the people shaping it. Built for developers, marketers, and digital innovators, this free conference goes way beyond product updates or yet another strategy playbook. It’s where you’ll get inspired, get real, and get connected – to ideas, to the community, and to what’s possible when you build joyfully. Whether you're building lightning-fast frontends or launching cross-channel campaigns, this is where content becomes connection and collaboration becomes second nature. Come for the talks. Stay for the community. Leave with joy. <a target="_blank" rel="noopener noreferrer" href="https://joyconf.storyblok.com/">Save your spot.</a> <img style="width:28.9%" src="https://cmscritic.com/ms-content/uploads/2025/08/sitecore-symposium-2025.jpg" /><h4 id="sitecore-symposium-2025"><a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Sitecore Symposium 2025</a></h4>November 3-5, 2025 – Orlando, FLAt Sitecore Symposium, you’ll learn how to meet your customers where they are – across channels, moments, and touchpoints that didn’t exist a year ago. You’ll hear how the boldest brands in the world are transforming content into outcomes and creating experiences that are fast, relevant, and human. Join 1,500 marketers, digital leaders, and technologists in Orlando to see what’s possible when personalization scales, AI accelerates creativity, and trust becomes your competitive edge. This is the Third Wave of the Internet. And this is your moment to lead in it. <a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Get your tickets today.</a> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FLMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

Batter Up! Sitecore Symposium 2025 Brings Jesse Cole of Savannah Bananas to the Plate 

matt-garrepy

Is content management dead? Contentstack’s Agent OS reimagines new life in the ‘Context Economy'

<hr /> 14 years. It’s a long time by any measure, but vastly more for humans living in a war-torn country under an oppressive dictator. Such were the struggles of the Syrian people under the brutal Assad regime, a tyranny that dates back over half a century. It was all horrific, but the last decade and a half were among the worst years as the country became an unforgiving battlefield.For <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/nabeez/">Nabil Orfali</a>, those struggles hold a deeply personal meaning, like a wound in his heart. Syria is his homeland, the place where his journey as a technologist – and a digital dreamer – began.After graduating from Damascus University with a degree in computer science, Nabil spent the first three years of his career working in Syria. The dotcom boom was blossoming, and it was a time of great change as the internet connected the world. It was an exciting moment, and Nabil was at the center of it.“I helped bring web development to the whole country at that time,” he said, reflecting how Syrian businesses and agencies were investing in a new horizon of possibilities. In addition to other novel projects, Nabil built the first online payment system for the country’s first ISP, pioneering digital transactions and nurturing an entirely new industry flush with transformational opportunities. In 2001, Nabil left Syria, watching the chaos spread as then-president Bashar al-Assad grew more bellicose – monopolizing resources, violating human rights, and committing atrocities against his own people. This, among other illegal actions, led to crushing international sanctions that quelled any prospects of growth.In the years that followed, the people of Syria rose up in revolution, fighting a civil war to oust the divisive leader. As Nabil shared, the ensuing battle was replete with tragedy. Thousands died or were imprisoned. Families were broken and displaced. Millions sought safety across borders. It was nothing short of a humanitarian crisis. “Over the last 14 years, the Syrian people have been asking for freedom,” Nabil said. And while he was removed from the warfare and living in Canada, he did what he could to muster assistance from abroad. “My Syrian friends here and in the US were actively trying to help refugees with aid and supporting projects to help during that hard period.”One of the early projects that Nabil spearheaded was the creation of a workshop in Turkey, explicitly designed for Syrian women. The neighboring country had become a host for refugees, and this charitable vestibule provided a lifeline of self-sufficiency that taught practical crafts like crocheting, woodworking, and other trades. Equipped with these skills, Syrian women were able to build toys and produce children’s clothing to enrich their communities during the bitter winters. Local non-governmental organizations (NGOs) also purchased the wares, providing opportunities for families to earn a living. The workshop ended up employing around 190 families and became a shining beacon of hope. <hr /><h4 style="text-align:center" id="-"> </h4><h4 style="text-align:center" id="“i’ve-been-in-technology-for-my-whole-career,-and-my-friends-as-well.-so-we-got-together,-around-ten-or-eleven-of-us,-from-across-the-globe.-places-like-the-uk,-germany,-the-us,-and-canada.-we-wanted-to-help-in-a-bigger-way.”">“I’ve been in technology for my whole career, and my friends as well. So we got together, around ten or eleven of us, from across the globe. Places like the UK, Germany, the US, and Canada. We wanted to help in a bigger way.”</h4> <hr /> In 2024, Syrian rebels launched a lightning offensive across the country, recapturing occupied cities like Aleppo – where some of the most violent fighting had happened. In the wake of liberation, the door opened to hope and jubilation. Some of the sanctions were lifted, and a fledgling new government went to work rebuilding the country.Many communities were in ruins after 14 years of conflict. As you can imagine, rebuilding will be a decades-long venture, with a core focus on repairing essential infrastructure like access to stable power and clean water. But the technology and communications infrastructure also require serious mending – and that’s where Nabil and his colleagues have been chiefly focused. “I’ve been in technology for my whole career, and my friends as well,” he said. “So we got together, around ten or eleven of us, from across the globe. Places like the UK, Germany, the US, and Canada. We wanted to help in a bigger way.”That led to the creation of <a target="_blank" rel="noopener noreferrer" href="https://14.digital/about-us/">14.Digital, </a>an NGO dedicated to revitalizing Syria's digital infrastructure through innovative and agile solutions. The members are uniquely skilled and qualified technology practitioners who are committed to rebuilding a nation that has endured decades of turmoil. The organization’s name is both an optimistic prompt and a stark tribute to Syria’s 14 years of revolution. It’s also a reminder of its deep sacrifices in the long journey to freedom – and, perhaps, the struggle that lies ahead.<h3 id="pairing-advanced-technology-with-global-values">Pairing advanced technology with global values</h3>I didn’t know the full extent of Nabil’s origin story. We see each other regularly at <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">Boye &amp; Company CMS Experts events,</a> where he’s a constant beam of knowledge for our community. He has a deeply proven pedigree as a content management and DXP practitioner, with multiple Sitecore MVPs under his belt. What I did know about him was his successful track record as a builder and his penchant for restless creation. His company, Toronto-based <a target="_blank" rel="noopener noreferrer" href="https://www.techguilds.com/">TechGuilds,</a> has been his sandbox for innovation, evolving to deliver quality solutions that encompass CRM, commerce, and other facets of digital experience. He's also the father of <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/kajoo">Kajoo</a>, an AI-powered DX builder that accelerates front-end development for composable platforms, including <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/sitecore">Sitecore’s XM Cloud,</a> <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/optimizely">Optimizely,</a> and <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/kontentai">Kontent.ai.</a> Like its name, Kajoo conjures a sense of wonder and whimsy, and watching it ingest a <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/figma">Figma</a> prototype and convert it to clean, efficient code is nothing short of inspiring.Given Nabil’s flair for innovation – coupled with his innate drive and determination – it’s not surprising that he’s confronted the Syrian crisis with a bold sense of compassion. 14.Digital crystallizes that heart-led mission, and it’s already making an impact with projects on multiple fronts. There’s a big vision guiding everything, but as Nabil said, the post-war conditions are still being felt in the lack of general stability. As such, they have their work cut out for them.“The goal is to advance the digital maturity of the whole country,” he said. “They have very, very rudimentary resources. There are frequent electrical outages, with power coming only a few times a day. It’s improving, and people are getting creative with solar panels and batteries.”That resourcefulness is a credit to the Syrian people, who have lived under austerity for decades. This is why a key part of 14.Digital’s charter is to reinforce human rights and democratic values as it implements national and community-based projects. The organization is acting responsibly and transparently in its practices, and committing to generosity, collaboration, and respect across its operations. 14.Digital also champions equality, equity, and freedom of expression, striving for the open exchange of ideas and opinions. This is a stark contrast to decades of oppression. It's also a covenant of hope as Syrians look to build a resilient and thriving nation.  <h3 id="pioneering-a-sustainable-digital-infrastructure-to-power-the-future">Pioneering a sustainable digital infrastructure to power the future</h3>To enable local residents and communities to achieve greater independence, 14.Digital is working to address the challenges stemming from limited or underdeveloped infrastructure and, where possible, enhancing the technological footprint. Registered in both Syria and Canada, the organization’s team is comprised of skilled professionals from diverse backgrounds who are keenly focused on digital infrastructure development and community support.In terms of discrete services, 14.Digital provides a range of software design and development resources for creating and deploying custom solutions. This includes the architecting of secure, scalable digital and cloud infrastructure solutions to meet a variety of business goals. The team also provides physical and cybersecurity measures, network design, and even artificial intelligence services to deliver enhanced automation and efficiency. Training is another component of 14.Digital's mission. The civil war created a significant knowledge gap for Syria’s youth, with academic facilities shuttered and students left in limbo. Creating opportunities for Syrian-based technology and workers is a key area of focus, and one of the projects Nabil described was a partnership with Syrian university faculty to mentor students in computer science and conduct workshops on modern topics. “We're training in different digital areas, from web development to AI,” he explained. And it hasn’t stopped there. Nabil said that 14.Digital is also assisting with a host of cybersecurity initiatives, providing audits to government agency websites. After the fall of the previous regime, there's been a precipitous rise in hacking, leading to deeper audits and remediations. This has all proven difficult given that the country is working without solid data centers as part of its digital infrastructure.There’s also been a big push surrounding modernization across public agencies. One of the biggest projects Nabil and 14.Digital have proposed is to implement a secure core solution to power e-government services. “Civil records were largely paper-based, and a lot of them were damaged during the war,” he said. “If you don't have those records, you can’t provide healthcare properly, or conduct elections, or even confirm the identity of the citizen. So from that perspective, we proposed a project to provide digital identity to all government agencies for issuing IDs, driver's licenses, even passports down the road. But we’re going to build that core of digital identity in a very secure way.”Nabil said the project went through a period of deep study and research, which ultimately provided the budget to build multiple data centers with high redundancy in two different locations. It will be a massive undertaking, and likely take two or three years to complete, but they’ve already received millions in funding from outside donors. Nabil is optimistic that an approval will happen in the coming months, and they can break ground in the near term.<h3 id="healing-the-scars-with-hope">Healing the scars with hope</h3>In many ways, Syria is a diamond waiting to be polished. It has seen unspeakable horrors over the last 14 years, but its people have persevered. Now, they’re eager to restore its beauty – so it can shine brilliantly once more.Despite the regime's fall, the future of Syria remains uncertain. There are still fears of new conflicts between various non-state-affiliated groups, including ideologically driven factions. Millions are still in need of basic humanitarian assistance, and many remain outside the country as victims of displacement. But the enthusiasm for the future is palpable. And while there are many critical issues to solve, improving processes with digital technology could significantly accelerate the overall recovery. As Nabil shared, one of the biggest tragedies has been the loss of a generation of talent, and having access to stable power and internet services could enable students to gain ground through remote learning and improve their future prospects.“The thing they need most right now, in my opinion, is almost a rehabilitation of skill sets,” he explained. “Not just hard skills or technical skills, but also soft skills like language. A lot of these kids, they've been out of school for five years, ten years in some cases. It’s so sad. NGOs have created schools and there’s some tutoring available, but I would love to see us coming in from the digital and technology perspective to up level their skills to make their lives better. And in turn, they can make their country better.”As someone who has personally volunteered time, money, and technology resources to support the Special Olympics and other NPOs, I am moved and motivated by Nabil’s efforts. While many of us endeavor to give back in our own way, he is facing down a mammoth crisis. Most of us can’t even imagine what his country has been through or the trauma the war has left behind.In light of this, he remains incurably optimistic. This is a testament to his belief in technology's ability to make an impact, and illustrates the propensity for digital not to divide us – but connect us. “With all the difficulties that the Syrian people are still facing, you can see this amazing energy,” he said glowingly. “People are going to the streets, cleaning and repairing things, making the country look better. Doing anything they can within their means to help. All of a sudden, they feel that the country belongs to them. So you see all these little projects with groups of people just taking action. When I see that, I feel like I have a duty to help make their lives easier.”Wounds heal, but scars remain. They remind us of what's been lost. But they also tell a story about survival – and perhaps, with the help of others, they can symbolize a moment when everything changed. For the better. Bravo, 14.Digital. I hope the next 14 years will bring the peace and prosperity Syrians deserve. <hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:31.61%" src="https://cmscritic.com/ms-content/uploads/2025/08/storyblok-joyconf-2025-logo.jpg" /><h4 id="storyblok-joyconf-2025"><a target="_blank" rel="noopener noreferrer" href="https://joyconf.storyblok.com/">Storyblok JoyConf 2025</a></h4>October 14-15, 2025 – Amsterdam, Netherlands November 4, 2025 – New York, NY November 6, 2025 – Los Angeles, CAJoin us at JoyConf 2025, where the future of content meets the people shaping it. Built for developers, marketers, and digital innovators, this free conference goes way beyond product updates or yet another strategy playbook. It’s where you’ll get inspired, get real, and get connected – to ideas, to the community, and to what’s possible when you build joyfully. Whether you're building lightning-fast frontends or launching cross-channel campaigns, this is where content becomes connection and collaboration becomes second nature. Come for the talks. Stay for the community. Leave with joy. <a target="_blank" rel="noopener noreferrer" href="https://joyconf.storyblok.com/">Save your spot.</a> <img style="width:28.9%" src="https://cmscritic.com/ms-content/uploads/2025/08/sitecore-symposium-2025.jpg" /><h4 id="sitecore-symposium-2025"><a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Sitecore Symposium 2025</a></h4>November 3-5, 2025 – Orlando, FLAt Sitecore Symposium, you’ll learn how to meet your customers where they are – across channels, moments, and touchpoints that didn’t exist a year ago. You’ll hear how the boldest brands in the world are transforming content into outcomes and creating experiences that are fast, relevant, and human. Join 1,500 marketers, digital leaders, and technologists in Orlando to see what’s possible when personalization scales, AI accelerates creativity, and trust becomes your competitive edge. This is the Third Wave of the Internet. And this is your moment to lead in it. <a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Get your tickets today.</a> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FLMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

In the Scars of Syria, 14.Digital is Revitalizing Digital Infrastructure and Healing the Future

Big Bang ROI: Sitecore XM Cloud Delivers 371% Return on Investment as it Powers the Agentic Future

Put on a happy CMS face: Storyblok's facial coding experiment reveals how AI is sparking joy 

Agentic AI Is Coming. Is Your DXP Ready?

dsfaltudo

<hr /> Agents are everywhere. Literally. Last week, I covered the launch of <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/vtex-expands-enterprise-capabilities-with-agentic-commerce-b2b-orchestration-and-omnichannel-power">VTEX’s new agentic entry,</a> which offers some promising potential in the realm of commerce. Prior to that, I was at the <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/a-gathering-of-content-champions-heres-why-cms-connect-25-was-super-in-every-way">Boye &amp; Company CMS Connect conference,</a> where every conversation seemed to echo the word “agent.”Of course, this is just the latest crop. I’ve been watching and reporting on the emergence of the “AI agent revolution” since last year. The basic idea of an agent isn’t exactly novel or groundbreaking, but enabling this new breed of agents to harness AI is where the big opportunities lie.There are signals that might suggest we’re entering an “AI Winter,” one where brands are asking a common question surrounding their AI investments: Was it worth it? In fact, researchers at MIT published a report saying that <a target="_blank" rel="noopener noreferrer" href="https://fortune.com/2025/08/18/mit-report-95-percent-generative-ai-pilots-at-companies-failing-cfo/">95% of the generative AI programs</a> launched by companies failed to deliver the one big thing they were built for: more revenue.That’s not to say AI isn’t delivering efficiency – particularly with agents and their penchant for automation. It’s the bright spot in this otherwise darkening sky of AI bedlam, and the companies that leverage agents to unleash actionable insight and tangible results will be positioned to win.<a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/callminer">CallMiner</a> could be one of those winners. The company just introduced its new <a target="_blank" rel="noopener noreferrer" href="https://callminer.com/products/omniagent-virtual-agent">CallMiner OmniAgent</a>, a virtual agent solution that uses advanced automation and voice-optimized AI to deliver seamless, human-like interactions across voice and digital channels. With its powerful and innovative technology, OmniAgent avoids the traditional voicebot “fumbles” often spurred by complex queries, and instead fully automates conversations – resolving customer issues faster and with less human involvement.This isn’t a fly-by-night addition to CallMiner’s ecosystem. The Waltham, Massachusetts-based company has been blazing a steady trail in its pursuit of more innovative conversation intelligence solutions and has been recognized as a Leader in the same category on the <a target="_blank" rel="noopener noreferrer" href="https://callminer.com/c/callminer-is-a-leader-forrester-wave-ciscc-q2-2025">2025 Forrester Wave</a> for contact centers. CallMiner also <a target="_blank" rel="noopener noreferrer" href="https://www.finsmes.com/2019/12/callminer-receives-usd-75m-investment-from-goldman-sachs.html">closed on $75 million</a> from Goldman Sachs in 2019, which has clearly fueled innovation leading up to its recent <a target="_blank" rel="noopener noreferrer" href="https://callminer.com/news/press-releases/callminer-acquires-conversational-ai-and-automation-provider-vocalls">acquisition of VOCALLS</a> in June. While recently launched, we’ll have to see how these new agents execute their intended job. But on the surface, they seem engineered for success – and could have a significant impact on enterprise strategies for AI-powered conversation intelligence. <h3 id="mining-value-with-agents">Mining value with agents</h3>AI and agentic technologies are exploding at an unpredictable rate. And it makes sense: brands are under enormous pressure to perform in a highly competitive landscape – and customers are demanding fast, accurate, and personalized service at every touchpoint. Agentic AI tools are presenting companies with huge opportunities to drive their personalization strategies across a multitude of channels. As a leader in AI-powered conversation intelligence, CallMiner already delivers one of the industry’s most comprehensive platforms for analyzing omnichannel customer interactions at scale by combining deep domain expertise with powerful <a target="_blank" rel="noopener noreferrer" href="https://callminer.com/blog/how-ai-analytics-can-improve-call-center-performance">AI analytics</a>. Armed with CallMiner’s intelligence, companies can spot areas of opportunity to drive better CX – and in this rapid-fire race for customer engagement and loyalty, optimizing that experience across channels is the name of the game. With the acquisition of VOCALLS, CallMiner expanded its platform's capabilities with AI agents focused on native voice and text. These acquired capabilities are now arming the new CallMiner OmniAgent ecosystem, enabling users to transform customer experiences across voice, chat, and email through intelligent automation and AI-driven conversational insights.<h3 id="how-omniagent-works">How OmniAgent works</h3>In a nutshell, OmniAgent leverages CallMiner’s deep analytics to glean actionable data from customer interactions, implementing virtual agents for efficient, high-impact automation. And by analyzing interactions across channels, organizations can gain better insights into critical aspects of CX, including contact drivers, high-volume contacts, contacts that are quickly resolved, and more.Once its virtual agents are in place, CallMiner continuously monitors conversations to assess performance and gather feedback. This feedback helps refine virtual agent training and improve processes, leading to better customer outcomes. <figure class="image image-style-align-center image_resized" style="width:67.43%"><img src="https://cmscritic.com/ms-content/uploads/2025/08/ui_omniagent_screen_648x426.jpg" /></figure>Source: CallMiner website We already know how important feedback loops are to the overall optimization of any system or process. According to CallMiner, its OmniAgent system behaves like an automation and augmentation “infinity loop,” where conversation intelligence drives automation, automation generates new conversation data, and that data fuels continuous improvement. CallMiner is already seeing positive results in the field. One customer, <a target="_blank" rel="noopener noreferrer" href="https://learning.callminer.com/us/col/lc/case-study-omni-agent-supercharge-call-handing?pflpid=45098&amp;pfsid=hZkwmsaPr0">Estafeta</a>, a Mexican logistics company, reduced its average call handling time by 78%, from 420 seconds to just 90 seconds, while eliminating wait times and increasing call capacity by 120%. Estafeta’s use of the CallMiner AI voice agent has helped it efficiently handle routine inquiries like package tracking, freeing human agents to focus on other issues. This transformation has significantly improved customer experience, streamlined call center operations, and elevated Estafeta’s service quality – with 88% of users rating the voice agent positively.<h3 id="key-features">Key features</h3>There are a few standout features in OmniAgent that make it a solid and scalable AI solution. First, it offers omnichannel support, enabling brands to engage customers effortlessly across voice and digital channels. Whether through synthetic or natural human voices, images, videos, or interactive buttons, OmniAgent maintains context-aware communication and enables smooth transitions to human agents when needed.OmniAgent also provides natural language capabilities powered by advanced speech recognition and NLP, providing intuitive conversations that feel totally natural to customers. There’s also support for inbound and outbound calling, where OmniAgent handles diverse tasks – from appointment scheduling to debt collection – efficiently and effectively. With OmniAgent’s smart call routing, you can finally say goodbye to your antiquated IVR system. Where needed, OmniAgent can quickly connect customers to the right human agent and provide important interaction context while improving key contact center metrics like first call resolution.Integrations are key, and OmniAgent comes with some ready-made options, making it easy to connect your current CRM, CCaaS, and other systems to create smarter, more personalized interactions. You’ll also have access to performance management tools to monitor and optimize your virtual agent’s performance with an analytics dashboard, and you can design complex, personalized conversation flows using intuitive tools that integrate external data sources for context-aware engagement.<h3 id="pricing">Pricing</h3>CallMiner has a bit of a “black box” around its pricing, so there’s not much public guidance. <a target="_blank" rel="noopener noreferrer" href="https://www.g2.com/products/callminer-eureka/pricing">According to G2</a> and a few other sources, the company focuses on tailored solutions, so there’s not a one-size-fits-all model. It’s licensed as SaaS and offers two flexible pricing options: one based on a volume of annual inventory of hours analyzed, and one based on seats with some specific variables around usage. They also offers some packaged bundles, each providing resources for onboarding. These packages can also be customized with a la carte options. You can <a target="_blank" rel="noopener noreferrer" href="https://www.g2.com/products/callminer-eureka/pricing">explore more of the details here.</a> Here’s a really nice benefit: Customers receive a dedicated customer success representative for the life of their CallMiner engagement, providing trusted advisory innovation without any professional services costs.If you’re a frequent reader, you know how I feel about pricing transparency. Enterprise SaaS vendors can always do better, so buyers and evaluators have an easier time understanding the parameters. At the same time, CallMiner’s options are fairly robust, and likely require some individual price refinement.<h3 id="the-verdict">The verdict</h3>OmniAgent is a potentially great fit for organizations looking to elevate their customer service capabilities, particularly in the contact center segment. By combining its new virtual agent technology with its classic leadership in conversation intelligence, CallMiner's new agentic solution can power teams to deliver faster and more personalized support. This can translate into higher satisfaction and improved operational excellence.I already discussed some of the big challenges facing AI's value quotient, and one of CallMiner’s big attributes is in cost reduction. By automating complex, high-volume customer interactions, brands can significantly lower their operational costs. And by responding to and resolving issues faster with AI, organizations can deliver more efficient customer support. This all adds up in the value column. From a CX perspective, OmniAgent can help ensure consistent, compliant, and on-brand communication that builds customer trust and satisfaction. And happier customers translate into a healthier bottom line. CallMiner offers some rich functionality. As such, it might be perceived as a little more complex than some other industry alternatives (take <a target="_blank" rel="noopener noreferrer" href="https://thelevel.ai/">Level AI </a>for example). But it does provide some helpful demos and posts with detailed resources on speech analytics and other products, as well as a <a target="_blank" rel="noopener noreferrer" href="https://learning.callminer.com/us">comprehensive learning center.</a> There are also some great resources in its <a target="_blank" rel="noopener noreferrer" href="https://callminer.com/products/solution-catalogue">Solution Catalogue</a>, and you can browse its selection of <a target="_blank" rel="noopener noreferrer" href="https://callminer.com/products/integrations">ready-made integrations</a> from CRM to chatbots to speech recognition platforms. As agents go, this might be a good change. You can inquire about a <a target="_blank" rel="noopener noreferrer" href="https://callminer.com/c/request-a-demo">demo here. </a> <hr /><h4 style="text-align:center" id="looking-for-guidance-on-callminer?-talk-to-an-expert.">Looking for guidance on CallMiner? <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/contact">Talk to an expert.</a></h4><hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:31.61%" src="https://cmscritic.com/ms-content/uploads/2025/08/storyblok-joyconf-2025-logo.jpg" /><h4 id="storyblok-joyconf-2025"><a target="_blank" rel="noopener noreferrer" href="https://joyconf.storyblok.com/">Storyblok JoyConf 2025</a></h4>October 14-15, 2025 – Amsterdam, Netherlands November 4, 2025 – New York, NY November 6, 2025 – Los Angeles, CAJoin us at JoyConf 2025, where the future of content meets the people shaping it. Built for developers, marketers, and digital innovators, this free conference goes way beyond product updates or yet another strategy playbook. It’s where you’ll get inspired, get real, and get connected – to ideas, to the community, and to what’s possible when you build joyfully. Whether you're building lightning-fast frontends or launching cross-channel campaigns, this is where content becomes connection and collaboration becomes second nature. Come for the talks. Stay for the community. Leave with joy. <a target="_blank" rel="noopener noreferrer" href="https://joyconf.storyblok.com/">Save your spot.</a> <img style="width:28.9%" src="https://cmscritic.com/ms-content/uploads/2025/08/sitecore-symposium-2025.jpg" /><h4 id="sitecore-symposium-2025"><a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Sitecore Symposium 2025</a></h4>November 3-5, 2025 – Orlando, FLAt Sitecore Symposium, you’ll learn how to meet your customers where they are – across channels, moments, and touchpoints that didn’t exist a year ago. You’ll hear how the boldest brands in the world are transforming content into outcomes and creating experiences that are fast, relevant, and human. Join 1,500 marketers, digital leaders, and technologists in Orlando to see what’s possible when personalization scales, AI accelerates creativity, and trust becomes your competitive edge. This is the Third Wave of the Internet. And this is your moment to lead in it. <a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Get your tickets today.</a> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FLMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

Agent of Change: CallMiner OmniAgent Promises to Transform CX with AI-Powered Intelligence

Power your CMS on AWS

Manage your websites & apps in the most trusted cloud.

#ffffff

A Gathering of Content Champions: Here’s Why CMS Connect 25 was ‘Super’ in Every Way

Siteimprove.ai Redefines Accessibility and Performance with Unified Agentic Content Intelligence Platform

<hr /> When I attended <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/machtales-voices-from-the-composable-conference-with-mokshika-sharma-of-sur-la-table">“The Composable Conference”</a> in April, the buzz around agentic AI was deafening. Way back in those days (and I do mean “way back,” because we measure tech history in days and weeks now), pioneering platforms were rolling out their first <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/a-new-game-for-interoperability-heres-why-the-mach-alliances-open-data-model-is-a-winner">MCP servers,</a> and the notion of serving bots with an “agent experience” was starting to catch fire.Fast-forward to today, and thousands of MCPs populate the landscape as agents swarm across our stacks and applications. Check out the registry at <a target="_blank" rel="noopener noreferrer" href="https://mcpservers.org/">mcpservers.org,</a> which is just one of the many growing libraries you can peruse. It is, as they say, a thing.Despite the overwhelming enthusiasm, navigating the AI pathways continues to present some sticky challenges. This is where composable enterprise architecture is proving to be a key determinant for successfully testing, deploying, and harnessing AI technologies and agentic strategies.At the same time, public debate (stirred in part by <a target="_blank" rel="noopener noreferrer" href="https://vtex.com/en-us/">VTEX’s public criticisms</a>) has raised questions concerning the <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/the-composable-conference-2025-takes-shape-as-mach-alliance-announces-speakers-and-new-events">MACH Alliance's</a> rigid evangelism and the need for operators to have more agency in the agentic era. While some of the feedback feels reactionary, many of the observations have been salient.  One of my big feedback points during “The Composable Conference” was the need for more actionable resources to help support the evolution along the AI horizon. We’ve now seen that manifest with the introduction of the new <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/mach-alliance-launches-new-mach-ai-exchange-to-help-enterprises-streamline-ai-adoption">MACH AI Exchange</a> and <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/a-new-game-for-interoperability-heres-why-the-mach-alliances-open-data-model-is-a-winner">Open Data Model</a> (ODM), both of which I covered in <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/the-deep-dish-on-composable-6-tasty-takeaways-from-the-mach-alliances-2025-conference">my conference wrap.</a> You can also listen to <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/critics/andrew">Andrew Kumar</a> of <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/uniform">Uniform</a> discuss his initial feedback on the new ODM, as well as his overall perceptions of the conference. Great insight offered through the vendor's lens: <figure class="media"><div data-oembed-url="https://youtu.be/C3pSrxD87Fw"><div style="position:relative;padding-bottom:100%;height:0;padding-bottom:56.2493%"><iframe src="https://www.youtube.com/embed/C3pSrxD87Fw" style="position:absolute;width:100%;height:100%;top:0;left:0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe></div></div></figure> Initiatives like the ODM are great steps forward. But elevating end users to help lead what’s next could be a ray of light in an otherwise darkening sky of AI turbulence. It could further translate real-world value from the top down, and that’s exactly what the MACH Alliance is doing. Last week, the organization <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/insights-hub/mach-alliance-advances-end-user-leadership-model-to-guide-enterprise-ai-architecture-evolution">announced a strategic evolution</a> of its leadership structure to further accelerate AI-powered transformation across commerce enterprises. According to its press release, the MACH Alliance will transition to what it calls an “end-user leadership model” by September of next year, building on the collaborative foundation of vendors, SIs, and end-users that comprise the MACH community. It's worth noting that this journey towards an end-user-focused model begins with a major shift in the existing leadership fabric: <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/casper-aagaard-rasmussen/">Alliance president Casper Rasmussen</a> will step down in September, marking a significant milestone in the organization’s evolution. What does this all mean for the future? Let’s unpack it. <h3 id="elevating-real-world-leadership-to-navigate-the-ai-era">Elevating real-world leadership to navigate the AI era</h3>It’s abundantly clear that agentic AI is disrupting everything in its path. Enterprises are leaning towards the right technology partnerships to help them harness AI successfully, and the MACH Alliance's unique ecosystem of composable vendors, system integrators, and end-users is providing a foundation for trusted, vendor-neutral guidance to answer this call. According to the Alliance, the mission of its end-user leadership model is to ensure a more collaborative environment grounded in real-world execution. Bolstered by experience and proven success, these end-users will have discrete knowledge, insight, and access to the innovation and expertise of technology providers and implementation partners within the MACH ecosystem.Since its founding in June of 2020, the organization has been headed by representatives across its founding partner quadrant, which reflects a mix of vendors and SIs. Moving to an end-user-led model marks a profound shift in the leadership composition, and one that reflects the rapid cycle of change driving the motion to an agentic landscape.<h3 id="a-strategic-evolution-–-and-a-big-leadership-change">A strategic evolution – and a big leadership change</h3>I’ve interviewed Casper Rasmussen many times (you can <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/the-future-is-composable-a-conversation-with-new-mach-alliance-president-casper-rasmussen">read my favorite one here</a>), and we knew each other long before ChatGPT was a twinkle in anyone’s eye. Casper’s contribution to the Alliance can’t be understated. He is, in many ways, at the heart of the composable movement, guiding the vision as its chief ambassador. In his “day job” as Group Chief Transformation Officer at <a target="_blank" rel="noopener noreferrer" href="https://www.valtech.com/">Valtech</a>, he continues to be a leading voice on the digital frontier, with a keen focus on AI's evolutionary impact.During his tenure as president, Casper has overseen significant growth of the Alliance’s membership community. Always a champion of education, he has also enriched its <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/mach-alliance-taps-dylan-valade-of-abbott-to-drive-expanding-ridemach-education-program">rideMACH program</a> to help shepherd the composable revolution to the larger addressable North American marketplace. As previously mentioned, Casper will step down as president on September 30th, after serving three years in his role. According to the press release, the Alliance will elect a new president from its membership at some point during the same month and transition to an appointed end-user president in September 2026. As part of this evolution, two end-user ambassadors will be appointed to the MACH Alliance Executive Board next month, alongside the nine elected member seats. As part of its annual election cycle, nominations are also now open for six board seats, all of which will be gleaned from the Alliance’s membership base. The goal is to help ensure end-user perspectives are integrated throughout the governance structure.With these strategies, the MACH Alliance aims to deliver the trust and clarity organizations need for AI re-invention while maintaining its role as the vendor-neutral authority for bridging innovation with practical deployment.<h3 id="activating-enterprise-ai-transformation">Activating enterprise AI transformation</h3>Along with the shift to an end-user leadership model, the MACH Alliance is doubling down on its commitment to helping enterprises navigate and embrace AI. This includes programs that help activate the potential via real-world tools, frameworks, and experiences. The first is the aforementioned MACH AI Exchange, which was announced at “The Composable Conference” earlier this year. The AI Exchange is effectively a peer network that connects technology providers, SIs, and brands through experiences like “MACHathons” and cross-vendor working groups. Led by member practitioners working at the edge of AI, the program enables businesses to build interoperable AI experiences while maintaining MACH flexibility and composability.The other is the aforementioned Open Data Model (ODM), which was unveiled in tandem at the same venue. The ODM serves as a semantic interoperability layer – a "Rosetta Stone" for understanding how to translate data between systems in hybrid commerce architectures.  <figure class="image image-style-align-center image_resized" style="width:87.82%"><img src="https://cmscritic.com/ms-content/uploads/2025/08/image-1754685225176.png" alt="A person standing in front of a large screen

AI-generated content may be incorrect." /></figure>Mark Demeny of the MACH Alliance presenting the Open Data Model at CMS Connect 25. At the <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmsconnect25/program#wg">Boye &amp; Company CMS Connect 25 Conference</a> in Montreal this week, <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/critics/mark">Mark Demeny</a>, who has worked closely on the project, gave us a first-hand tour of ODM. The solution provides canonical reference models and implementation guidance, enabling architects to design effective data integration across commerce platforms while preparing organizations for AI-powered ecosystems.Finally, the forthcoming MACH X Event in London this October aims to energize the “AI-ready enterprise.” Billed as the premier event for AI-powered composable architecture, it will bring together the full ecosystem to help accelerate adoption. Registration is <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/mach-x-2025-london">now open</a>, but space is limited.<h3 id="why-it-matters">Why it matters</h3>The MACH Alliance has been a fierce custodian of modern composable principles. In the beginning, its evangelism surrounding MACH standards and frameworks provided an essential foundation for delivering composable architectures and ensuring successful outcomes. And while the concept of modularity has been around for quite some time, it provided a reference architecture that reflected real maturity.But it was more than technology. Within the Alliance, MACH has always been positioned as a mindset, a philosophical set of tenets for governing more than just platform architecture, but human collaboration and enterprise scalability.That said, AI is forcing a recomposition of composable. Compounded by global trade wars and economic tension, brands and businesses need to ship interoperable AI experiences faster, all while maintaining MACH flexibility and composability. Meanwhile, this core flexibility is being tested. Having proven end-users with AI experience shape the roadmap for MACH is a sage response to market realities and frequent criticisms. As a collection of member technologies, having the Alliance’s leadership cut from the practitioner’s cloth is a key asset – and should provide real-world perspective as AI continues to ripple across the roadmap.  The new AI Exchange and Open Data Model show significant promise, and align to more of the actionable tools and resources I’ve been wanting to see. With the ODM in particular, having a Git-based ecosystem will allow for greater contribution and evolution, providing richer use cases over time. If there’s one constant in the technology business, it’s change. And while the MACH Alliance has served as a stable foundation for navigating transformation, it too is experiencing its own evolution. By facing the future head-on through the leadership lens, it’s taking the right steps to maintain its critical relevance in the market landscape – and continue its heritage as an alliance for good.   <hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FloridaMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

MACH Alliance Aims to Evolve Enterprise AI Architecture with New End-User Leadership Model 

<h4 id="-"> </h4><h4 id="listen-to-the-full-episode-of-“the-critic's-corner”-podcast-&gt;"><a target="_blank" rel="noopener noreferrer" href="https://tinyurl.com/bdzj4t2d">Listen to the full episode of “The Critic's Corner” Podcast &gt;</a></h4> <hr /> Last year, a new word was added to <a target="_blank" rel="noopener noreferrer" href="https://www.merriam-webster.com/">Merriam-Webster's</a> Dictionary called enshittification, a slang term used to criticize the degradation in the quality and experience of online platforms and experiences over time. Fun, right?Er… not so much.From a website or e-commerce perspective, enshittification typically manifests as an increase in things like ads, costs, or features, but the definition has been expanded to encompass any state of deterioration – even politics and culture.One might conclude that our world is in a current state of enshittification, but for the purposes of my latest episode of <a target="_blank" rel="noopener noreferrer" href="https://podcasts.apple.com/us/podcast/asteroids-and-dinosaurs-a-moment-in-time-on-ai/id1801794414?i=1000720435502">“The Critic's Corner” podcast,</a> we'll stick with the decay of modern digital experiences. Something we're all familiar with. On that note: my guest <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/kellygoetsch/">Kelly Goetsch</a> was enshittified upon, something he wrote about recently on LinkedIn. If you don't know Kelly, he's what you might call an industry luminary, someone who has been shaping and influencing the DX and commerce landscape for quite some time. He's currently the COO at an outfit called <a target="_blank" rel="noopener noreferrer" href="https://pipe17.com/">Pipe17,</a> an OSM alternative that's make waves in its category.In our podcast conversation, Kelly shares more about his recent brush with "abysmal" CX during a retail TV purchase, exposing how online experiences have truly degraded in quality over time as the pursuit of profit takes over. He digs into the prevailing winds that brands face and how a lot of discovery and transacting is happening off-platform and off-site – and that's changing commerce pretty substantially.“A lot of e-commerce over the traditional web is very, very broken,” he said. “And generally, it's a lot harder to drive people to your brand.com website.”Maybe this abysmal reality is a sign of the times. Simultaneously, AI is dismantling the SaaS landscape before our very eyes. It's now possible to build apps faster than ever with less developer reliance, and there's a conscious move to consumption-based pricing. All this uncertainty is disrupting the roadmaps for software vendors and enterprises, and it's all accelerating at a breakneck pace. <hr /><h4 style="text-align:center" id="-"> </h4><h4 style="text-align:center" id="“value-is-not-created-by-that-which-is-different,-but-that-which-is-unique.-that's-something-that-took-me-a-while-to-fully-understand,-but-it's-true.-there-are-a-lot-of-legacy-platforms,-or-even-newer-versions,-but-still-fundamentally-legacy-approaches.”">“Value is not created by that which is different, but that which is unique. That's something that took me a while to fully understand, but it's true. There are a lot of legacy platforms, or even newer versions, but still fundamentally legacy approaches.”</h4> <hr /> When I invited Kelly on “The Critic's Corner," I was hoping to catch up on our alignment within the <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/the-deep-dish-on-composable-6-tasty-takeaways-from-the-mach-alliances-2025-conference">MACH Alliance.</a> We've been in each other's orbit for several years, and I've watched him drive success at <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/commercetools">commercetools</a> while building a strong community of interest around composable architectures and practices. But our conversation took some intriguing twists and turns. During the episode, Kelly gets real about what’s at stake as consumers seek new and better ways to search and engage with brands – namely, AI-powered answer engines like <a target="_blank" rel="noopener noreferrer" href="https://chatgpt.com/">ChatGPT</a>, where simplicity seems the norm (for now). No more combing through blue links or battling search ads to get a straight answer, and we can expect more ads and transactions to move there as well. Of course, this is resulting in a precipitous decline in classic search traffic, which is bad for marketers. He likened all this change to the moment an asteroid wiped out the dinosaurs.Dark? Sure. But from the ashes rose new life, and he sees the same potential.At the same time, as revolutionary as ChatGPT is, Google isn't going anywhere tomorrow. Websites will continue to be relevant for a while as consumers adapt to this new digital reality. You can catch a two-minute snippet of Kelly's observation about “living in the future” right here: <figure class="media"><div data-oembed-url="https://youtu.be/fcaczDULJ-c"><div style="position:relative;padding-bottom:100%;height:0;padding-bottom:56.2493%"><iframe src="https://www.youtube.com/embed/fcaczDULJ-c" style="position:absolute;width:100%;height:100%;top:0;left:0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe></div></div></figure> On the content and enterprise software side, we also discuss CMS and its own category challenges. He recently asked in another LinkedIn post if we really need another content management system in an already crowded and mature space. This isn't a problem that's exclusive to our industry, but with hundreds of choices battling it out, it's a common question. I ask Kelly how we navigate this commoditization, where platforms – particularly legacy players – are compositionally the same, and AI is shifting expectations. He's focused beyond the legacy “dinosaur” story and looking for real differentiation.“Value is not created by that which is different, but that which is unique,” he said. “That's something that took me a while to fully understand, but it's true. There are a lot of legacy platforms, or even newer versions, but still fundamentally legacy approaches.”Asteroids… dinosaurs... could this be the end as we know it? Maybe. But as Kelly maintains, this is where the opportunity lies. So things get a little dark, but there's some light at the end of the tunnel. I promise. I have mad respect for Kelly's thinking, and this podcast episode is chock-full of wisdom nuggets. We spend a little time talking about his “origin story,” which colors some of his perspective. That collective experience – and success – might also be why he's firmly grounded despite these seismic changes. So strap in, turn up the volume, and watch the skies for falling objects.<h3 id="listen-to-“the-critic’s-corner”-podcast-with-kelly-goetsch">Listen to “The Critic’s Corner” podcast with Kelly Goetsch</h3> <a target="_blank" rel="noopener noreferrer" href="https://tinyurl.com/bdzj4t2d">Listen to the full episode </a>&gt;<a target="_blank" rel="noopener noreferrer" href="https://tinyurl.com/bdzj4t2d">Subscribe on Apple Podcasts</a> &gt; <figure class="image image-style-align-center image_resized" style="width:58.49%"><a href="https://tinyurl.com/bdzj4t2d" target="_blank" rel="noopener noreferrer"><img src="https://cmscritic.com/ms-content/uploads/2025/08/critics-corner-apple-podcast-kelly-goetsch.jpg" alt="" /></a></figure> <h3 id="upcoming-events">Upcoming Events</h3> <img style="width:31.83%" src="https://cmscritic.com/ms-content/uploads/2025/01/cms-connect-2025-logo.png" alt="" /><h4 id="cms-connect-25"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmsconnect25">CMS Connect 25</a></h4>August 5-6, 2025 – Montreal, CanadaSee Agility CMS at the second annual summer edition of our signature global conference dedicated to the content management community! CMS Connect will be held again in beautiful Montreal, Canada, and feature a unique blend of masterclasses, insightful talks, interactive discussions, impactful learning sessions, and authentic networking opportunities. Join vendors, agencies, and customers from across our industry as we engage and collaborate around the future of content management – and hear from the top thought leaders at the only vendor-neutral, in-person conference exclusively focused on CMS. Space is limited for this event, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmsconnect25">so book your seats today.</a>

Asteroids and Dinosaurs: A Moment in Time on AI, Commerce, and CMS with Kelly Goetsch

<hr /> <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/contentsquare">Contentsquare</a> has never fit into a round hole. The leading digital experience analytics vendor has been innovating along a very clear horizon, building a robust ecosystem around meaningful insights across the customer journey. This includes the <a target="_blank" rel="noopener noreferrer" href="https://www.crunchbase.com/acquisition/content-square-acquires-hotjar--df2a8f88">acquisition of HotJar</a> in 2021, an analytics tool that gives website owners greater clarity around user behavior via heatmaps and session recordings. I’ve long been a fan of this product, and I thought this was a shrewd move at the time.<a target="_blank" rel="noopener noreferrer" href="https://www.cooley.com/news/coverage/2023/2023-09-28-contentsquare-agrees-to-acquire-heap">Heap followed two years later</a>, representing Contentsquare’s largest acquisition to date. This tool really injected the customer journey layer to the overall analytics composition, giving Contentsquare a complete vision – and stronger market position against competitors like <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/replay-it-again-sam-amplitudes-session-replay-everywhere-rocks-with-analytics-visualizations">Amplitude</a>, which we’ve followed extensively over the years. Now, Contentsquare has signed a definitive agreement to acquire <a target="_blank" rel="noopener noreferrer" href="https://loris.ai/">Loris AI</a>, a leading conversation intelligence platform. This acquisition brings together two innovative companies with one shared goal: to give business leaders a deeper, more accurate view of the full customer journey, from click to conversation. “Customer experience is shifting fast, and conversations are becoming an essential part of how people interact with businesses,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/jonathancherki/">Jonathan Cherki</a>, CEO &amp; Founder of Contentsquare. “With Loris, we’re giving our customers the capabilities they need to lead this transformation – to understand and optimize conversations, and connect them to the broader digital journey. It’s not just about improving support: it’s about giving brands the competitive edge in a world where conversations are the next frontier of customer experience.”<h3 id="ai-powered-insight-at-the-conversational-layer">AI-powered insight at the conversational layer</h3>The Loris acquisition comes at a time when AI-powered interactions are becoming essential to the customer journey. According to <a target="_blank" rel="noopener noreferrer" href="https://www.gartner.com/en/newsroom/press-releases/2025-02-10-traditional-customer-service-channels-are-losing-ground-to-mobile-and-ai-innovations#:~:text=As%20GenAI%20becomes%20further%20embedded,built%20into%20their%20mobile%20devices.">Gartner</a>, by 2028, 70% of customer interactions will begin and end within conversational, third-party assistants. It’s abundantly clear that conversations are fast becoming the new interface of brand engagement. That said, most companies still lack visibility into these critical exchanges. Loris fills that gap by analyzing 100% of interactions to help improve both AI and human agent performance, reduce friction, and deliver more seamless, personalized experiences at scale. “That’s the most exciting aspect about combining Loris and Contentsquare, the ability to connect digital interactions, AI responses, and customer conversations seamlessly with real business outcomes like satisfaction, retention, and lifetime value," said Etie Hertz, CEO of Loris AI. This predictive intelligence can transform how businesses understand and optimize their customer experience.” <figure class="image image_resized" style="width:27.42%"><img src="https://images.ctfassets.net/gwbpo1m641r7/581Hcwj5BmBYmgohc5xGk2/0c182bde334595fc1539fc3edb794886/1706497479673.jpeg?w=1920&amp;q=100&amp;fit=fill&amp;fm=avif" alt="Etie Hertz - CEO - Loris.ai" srcset="//images.ctfassets.net/gwbpo1m641r7/581Hcwj5BmBYmgohc5xGk2/0c182bde334595fc1539fc3edb794886/1706497479673.jpeg?w=828&amp;q=100&amp;fit=fill&amp;fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/581Hcwj5BmBYmgohc5xGk2/0c182bde334595fc1539fc3edb794886/1706497479673.jpeg?w=1920&amp;q=100&amp;fit=fill&amp;fm=avif 2x" width="800" /></figure>Etie Hertz, CEO, Loris.ai Loris combines proprietary AI models and large language models to surface sentiment, intent, and quality signals that generic tools miss. It was designed specifically for analyzing customer engagement across conversation-based interactions, giving CX, product, tech, and support teams a deeper view into every conversation. Armed with this visibility and automation, Loris enables users to more easily spot performance patterns, catch emerging issues early, predict trends, and make smarter decisions across the customer journey. <h3 id="why-it-matters">Why it matters</h3>AI is driving almost every technology decision across the stack. While Contentsquare has been steadily investing in AI innovation to drive insights for over 1.3 million websites and 3,700 customers, the addition of Loris brings an added dimension of functionality that reflects the consumer’s behavioral shift to conversational engagements.Customer feedback and support interactions are gold. By capturing insights from these rich sources – fueled by the power and scale of AI – Loris adds a critical new intelligence layer to Contentsquare’s digital analytics suite, bridging traditional web journeys and human and AI-powered conversations.Contentsquare already enjoys a top spot in the analytics landscape, serving large-scale global customers like Toyota, Visa, and Bose. Its experience analytics, voice of the customer, and product analytics panels are all dynamite and rich with features. From a usability perspective, it sports an intuitive UX and easy-to-harness capabilities that can juice any team at almost any stage in their lifecycle. It's hard to predict how Loris' features might be integrated or if it will maintain its own sub-brand identity (like HotJar and Heap). We'll also be looking for guidance on pricing. It’s worth noting that Contentsquare offers a free starter plan, all the way up to an enterprise package for large-scale organizations, and its other products provide independent pricing. <hr /><h4 style="text-align:center" id="looking-for-guidance-on-contentsquare?-talk-to-an-expert.">Looking for guidance on Contentsquare? <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/contact">Talk to an expert.</a></h4><hr /> <h3 id="upcoming-events">Upcoming Events</h3> <img style="width:31.83%" src="https://cmscritic.com/ms-content/uploads/2025/01/cms-connect-2025-logo.png" alt="" /><h4 id="cms-connect-25"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmsconnect25">CMS Connect 25</a></h4>August 5-6, 2025 – Montreal, CanadaSee Agility CMS at the second annual summer edition of our signature global conference dedicated to the content management community! CMS Connect will be held again in beautiful Montreal, Canada, and feature a unique blend of masterclasses, insightful talks, interactive discussions, impactful learning sessions, and authentic networking opportunities. Join vendors, agencies, and customers from across our industry as we engage and collaborate around the future of content management – and hear from the top thought leaders at the only vendor-neutral, in-person conference exclusively focused on CMS. Space is limited for this event, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmsconnect25">so book your seats today.</a>

Contentsquare ‘Squares Up’ to Acquire Loris AI, Expanding AI Agent Analytics and Conversational Intelligence 

Best Video Experience

Give your audience the best video experience

#000000

Explore a wide range of informative articles on artificial intelligence, insights, and industry updates. Stay informed and ahead of the curve with our diverse collection of news and posts covering the latest trends and developments in the industry

News

Power your CMS on AWS

Give your audience the best video experience