Articles - Page 6

<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 /> At <a target="_blank" rel="noopener noreferrer" href="https://cts.businesswire.com/ct/CT?id=smartlink&amp;url=https%3A%2F%2Fmachalliance.org%2Fevents%2Fcomposable-conference-25&amp;esheet=54242130&amp;newsitemid=20250423626378&amp;lan=en-US&amp;anchor=The+Composable+Conference+2025&amp;index=3&amp;md5=43a1cfa7eaa4a3566b2d9ca6d14dae9d">“The Composable Conference 2025”</a> this week, the topic of AI permeated almost every session and sidebar conversation. Based on my connections with attendees, it’s clear that many organizations have already invested heavily in their own strategies with varying results. Meanwhile, some businesses are still searching for the right place to start their journey.Now, 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</a> is providing a helping hand across the lifecycle, built on the terra firma of composability. The Alliance – a not-for-profit industry body dedicated to advocating for open, best-in-class technology ecosystems – just unveiled its new <a target="_blank" rel="noopener noreferrer" href="https://cts.businesswire.com/ct/CT?id=smartlink&amp;url=https%3A%2F%2Fmachalliance.org%2Fmach-ai-exchange&amp;esheet=54242130&amp;newsitemid=20250423626378&amp;lan=en-US&amp;anchor=MACH+AI+Exchange&amp;index=2&amp;md5=2db441d6ec823188692b0030ff55277b">MACH AI Exchange</a>, a professional peer network focused on guiding real-world AI implementation for enterprise companies. The program, which was launched during this week’s conference, was inspired by a recent Alliance study that codifies the value of MACH in streamlining and accelerating AI adoption. According to the <a target="_blank" rel="noopener noreferrer" href="https://cts.businesswire.com/ct/CT?id=smartlink&amp;url=https%3A%2F%2Fmachalliance.org%2Fglobal-annual-research&amp;esheet=54242130&amp;newsitemid=20250423626378&amp;lan=en-US&amp;anchor=2025+MACH+Alliance+Global+Annual+Research&amp;index=4&amp;md5=8b35e7c9765b71263fa3b549fb481c06">2025 MACH Alliance Global Annual Research</a> report, 77% of organizations well into their composable journey are using AI. That’s compared to only 36% of those new to MACH. The data suggests that MACH's flexible, connected, and open foundation could translate into successful AI outcomes.<h3 id="implementing-ai-solutions-at-scale">Implementing AI solutions at scale</h3>As part of its rollout, the MACH AI Exchange will launch with three founding members who are leaders in their field. This includes <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/karlrh/">Karl Hampson</a>, CTO, Data &amp; AI at <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/company/valtech/posts/?feedView=all">Valtech</a>; <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/vikasjain2007/">Vikas Jain</a>, Director, US Retail &amp; Consumer Ecosystem Portfolio at <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/showcase/google-cloud/posts/?feedView=all">Google Cloud</a>; and <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/thexunwang/">Xun Wang</a>, CTO at <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/bloomreach">Bloomreach</a>.Core to its charter, the network’s mission is to support enterprise businesses as they implement AI solutions at scale. This includes the bleeding-edge realms of generative and agentic AI technologies. The MACH AI Exchange will accelerate a knowledge base of technical insights, architectural patterns, and implementation methodologies that can significantly reduce integration risk and accelerate deployment timelines.“AI thrives on structured, real-time data, and enterprise architectures face heightened challenges as AI workloads dynamically scale,” said Vikas Jain, founding member and Director of Google Cloud’s U.S. Retail &amp; Consumer Ecosystem portfolio. “The MACH AI Exchange will enable the convergence of composable principles and AI capabilities to help technical leaders establish a competitive advantage through architectural innovation.”<h3 id="who-can-join?">Who can join?</h3>According to the press release, the peer-to-peer community is open to those implementing AI in enterprise systems. This includes engineers, architects, and strategists integrating AI into workflows, builders and innovators shaping AI in MACH environments, and problem solvers pushing AI forward in business technology.“Enterprise stacks weren’t built to handle the constant innovation of the AI era, but that also doesn’t mean we need to start from scratch, either,” said Xun Wang, founding member, CTO of Bloomreach. “Just like MACH de-risks change by making technology adaptable, open, and connected, AI adoption requires the same foundation. In the MACH AI Exchange, members will share what works, what breaks, and how to de-risk AI adoption without common AI buzzwords and hype.”<h3 id="why-it-matters">Why it matters</h3>As AI continues to ripple across our roadmaps, enterprises are struggling to separate the hype from the hope. Regardless of where an organization is on its AI maturity lifecycle, guidance continues to be a missing link – and without it, many businesses risk missing the mark on AI’s full potential.Buoyed by a MACH foundation, it’s evident that organizations can leverage a composable posture to accelerate and streamline their plans. But more importantly, the MACH Alliance is providing valuable industry insight to help mitigate risk and guide the journey. This layer of human expertise could be a critical differentiator.To learn more about the MACH AI Exchange, visit <a target="_blank" rel="noopener noreferrer" href="https://cts.businesswire.com/ct/CT?id=smartlink&amp;url=https%3A%2F%2Fmachalliance.org%2Fmach-ai-exchange&amp;esheet=54242130&amp;newsitemid=20250423626378&amp;lan=en-US&amp;anchor=https%3A%2F%2Fmachalliance.org%2Fmach-ai-exchange&amp;index=6&amp;md5=835c89f808371874a54aaa43b71e7f53">https://machalliance.org/mach-ai-exchange</a> <hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:24.53%" src="https://cmscritic.com/ms-content/uploads/2025/03/image-1742910054704.png" /><h4 id="the-composable-conference-2025"><a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">The Composable Conference 2025</a></h4>April 22-24 – Chicago, USAExperience the future of composable and MACH principles in “The Windy City” and dive even deeper into the innovative world of MACH architecture and its benefits for your business. Building on the momentum of MACH THREE, this conference will provide your teams with the expert, impartial guidance needed to craft a winning transformation strategy and leverage the latest advancements in automation and Al to maximize efficiency and drive your organization forward. This event is ideal for executives, business leaders, technologists, and everyone in between who is looking to harness the power of composable. <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">Secure your spot today.</a> <img style="width:30.46%" src="https://cmscritic.com/ms-content/uploads/2024/11/cms-summit-25.png" alt="" /><h4 id="cms-summit-25"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">CMS Summit 25</a></h4>May 13-14, 2025 – Frankfurt, GermanyDon't miss the first European edition of our prestigious international conference dedicated to the global content management community! CMS Summit 25 will bring together top-notch speakers, our renowned learning format, and engaging social events. Hear from leading practitioners like Deutsche Bahn, Dr. Oetker, and more – and join customers, agencies, and CMS vendors as we discuss current trends and what's ahead for the content and digital experience fields. Connect and network at the only vendor-neutral, in-person conference focused on CMS. Space is limited for this exclusive event, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">so book your seats today.</a> <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, CanadaWe are delighted to present 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>

MACH Alliance Launches New MACH AI Exchange to Help Enterprises Streamline AI Adoption

matt-garrepy

<hr /> <a target="_blank" rel="noopener noreferrer" href="https://agilitycms.com/">Agility CMS</a> Chief Technical Officer <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/joelvarty/">Joel Varty</a> just wrapped up his first YouTube video series, <a target="_blank" rel="noopener noreferrer" href="https://www.youtube.com/watch?v=UGoA-Jt52_c&amp;list=PLEI81bLU4t-uzsIOt1iaykzI4ZSsNQ9ao&amp;pp=gAQB">Building with Next.js and Headless CMS</a>. It’s an 8-part series looking at the power of <a target="_blank" rel="noopener noreferrer" href="https://agilitycms.com/starters/nextjs">Next.js</a> when paired with Agility CMS. Next.js and <a target="_blank" rel="noopener noreferrer" href="https://agilitycms.com/product/headless-cms">headless CMS</a> go hand-in-glove to help <a target="_blank" rel="noopener noreferrer" href="https://agilitycms.com/product/developers">developers</a> build fast, scalable, and dynamic websites. Joel’s video series walks you through integrating Agility CMS with Next.js, examining essential topics such as previewing, creating components, caching, authenticating, and more.Watch the Full Series: <a target="_blank" rel="noopener noreferrer" href="https://www.youtube.com/watch?v=UGoA-Jt52_c&amp;list=PLEI81bLU4t-uzsIOt1iaykzI4ZSsNQ9ao&amp;pp=gAQB">Building with Next.js and Headless CMS on YouTube</a>  <figure class="media"><div data-oembed-url="https://www.youtube.com/watch?v=UGoA-Jt52_c&amp;list=PLEI81bLU4t-uzsIOt1iaykzI4ZSsNQ9ao"><div style="position:relative;padding-bottom:100%;height:0;padding-bottom:56.2493%"><iframe src="https://www.youtube.com/embed/UGoA-Jt52_c" style="position:absolute;width:100%;height:100%;top:0;left:0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe></div></div></figure><h3 id="the-what-and-why-of-next.js-">The What and Why of Next.js </h3> <h4 id="the-what-">The What </h4>Next.js was developed in 2016 by <a target="_blank" rel="noopener noreferrer" href="https://agilitycms.com/partners/integrations/vercel">Vercel</a> as an open-source, <a target="_blank" rel="noopener noreferrer" href="https://agilitycms.com/blog/react-cms">React</a>-based JavaScript framework. It enables server-side rendering (SSR), static site generation (SSG), and incremental static regeneration (ISR) to optimize performance and <a target="_blank" rel="noopener noreferrer" href="https://agilitycms.com/solutions/modern-websites-and-seo">search engine optimization (SEO)</a>. In other words: Next.js decides the best way to show content based on how data is fetched from pages: <ul><li>SSG prepares pages ahead of time. </li><li>SSR generates them on demand. </li><li>ISR generates them statically at first, but then incrementally updates them as changes happen in the CMS. </li></ul>All these options reduce the work a visitor’s browser must do. This makes the browsing experience smoother and more efficient.  <h4 id="the-why-">The Why </h4>Both developers and marketers benefit from Next.js: <figure class="table"><table><tbody><tr><td>Developers</td><td>Marketers</td></tr><tr><td><ul><li>API Routes </li><li>Incremental Static Regeneration (ISR) </li><li>File-Based Routing </li><li>Optimized Performance </li><li>Seamless Vercel Integration</li></ul></td><td><ul><li>Fast loading speed for high-performance sites </li><li>SEO-friendliness for easy content indexing </li><li>Greater content control via headless integration </li><li>Supports <a target="_blank" rel="noopener noreferrer" href="https://agilitycms.com/solutions/content-hub-and-omnichannnel-deployments">omnichannel</a> marketing activities </li><li>Real-time previews and publishing</li></ul></td></tr></tbody></table></figure>Marketing websites benefit from fast-loading, SEO-rich content. E-commerce platforms can take advantage of dynamic product pages using ISR. With Next.js and a headless CMS, your content becomes omnipresent – meaning it’s ready for websites, apps, digital signage, and beyond. <h3 id="joel’s-key-takeaway-">Joel’s Key Takeaway </h3>If there’s one thing Joel wants you to take away from <a target="_blank" rel="noopener noreferrer" href="https://www.youtube.com/watch?v=UGoA-Jt52_c&amp;list=PLEI81bLU4t-uzsIOt1iaykzI4ZSsNQ9ao&amp;pp=gAQB">Building with Next.js and Headless CMS</a>, it’s this (in his own words): “As a modern web framework, Next.js is the leader when it comes to building actual production sites for customers. A front-end developer with React skills can really level up their game by following along with this series. I see it as an opportunity for someone to take their career to a whole new level.” <h3 id="next.js-makes-a-difference-">Next.js Makes a Difference </h3>React is powerful. But by itself, it doesn’t offer SSR, SSG, ISR, SEO, or many other amazing acronyms. Next.js fills in those gaps and transforms React into a full-featured web framework. From there, Next.js: <ul><li>Spans developer and marketing needs: Developers can build quickly while content teams manage content effectively – without stepping on each other’s toes.  </li><li>Future-proofs your tech stack: Next.js works with <a target="_blank" rel="noopener noreferrer" href="https://agilitycms.com/resources/guide/introduction-to-jamstack">Jamstack</a> and deploys on platforms like Vercel or <a target="_blank" rel="noopener noreferrer" href="https://agilitycms.com/partners/integrations/netlify">Netlify</a>. It’s flexible and adaptable, meaning you aren’t “locked in” to, well, anything. </li><li>Powers better web experiences: Build faster, more accessible, and more scalable websites and apps without wrestling the framework.  </li></ul><h3 id="get-your-popcorn-ready-">Get Your Popcorn Ready </h3>Joel has been a mainstay within the industry for 20 years. He’s known for his engaging and insightful <a target="_blank" rel="noopener noreferrer" href="https://agilitycms.com/resources/events">webinars</a>. And his ability to craft dad jokes out of thin air borders on the supernatural. All that to say, you’re going to learn quite a bit – and get some unexpected chuckles too – when you check out <a target="_blank" rel="noopener noreferrer" href="https://www.youtube.com/watch?v=UGoA-Jt52_c&amp;list=PLEI81bLU4t-uzsIOt1iaykzI4ZSsNQ9ao&amp;pp=gAQB">Building with Next.js and Headless CMS</a>.  <hr /><h4 style="text-align:center" id="looking-for-guidance-on-agility?-talk-to-an-expert.">Looking for guidance on Agility? <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:24.53%" src="https://cmscritic.com/ms-content/uploads/2025/03/image-1742910054704.png" /><h4 id="the-composable-conference-2025"><a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">The Composable Conference 2025</a></h4>April 22-24 – Chicago, USAExperience the future of composable and MACH principles in “The Windy City” and dive even deeper into the innovative world of MACH architecture and its benefits for your business. Building on the momentum of MACH THREE, this conference will provide your teams with the expert, impartial guidance needed to craft a winning transformation strategy and leverage the latest advancements in automation and Al to maximize efficiency and drive your organization forward. This event is ideal for executives, business leaders, technologists, and everyone in between who is looking to harness the power of composable. <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">Secure your spot today.</a> <img style="width:30.46%" src="https://cmscritic.com/ms-content/uploads/2024/11/cms-summit-25.png" alt="" /><h4 id="cms-summit-25"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">CMS Summit 25</a></h4>May 13-14, 2025 – Frankfurt, GermanyDon't miss the first European edition of our prestigious international conference dedicated to the global content management community! CMS Summit 25 will bring together top-notch speakers, our renowned learning format, and engaging social events. Hear from leading practitioners like Deutsche Bahn, Dr. Oetker, and more – and join customers, agencies, and CMS vendors as we discuss current trends and what's ahead for the content and digital experience fields. Connect and network at the only vendor-neutral, in-person conference focused on CMS. Space is limited for this exclusive event, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">so book your seats today.</a> <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, CanadaWe are delighted to present 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>

Varty’s Videos: A CTO’s Take on Next.js

cms-critic-staff

<hr /> I first heard the term “MCP” as a tech-obsessed, Commodore-64-toting 8-year-old. It landed during the epic video game movie Tron, where it was used as an off-hand contraction for the nefarious “Master Control Program."As the story's digital antagonist, the MCP exhibited the worst traits of artificial intelligence, projecting an unscrupulous, destructive, self-serving agenda. Kind of like that terrible neighbor who’s always on a power trip at your HOA meeting – but with lasers. Life is sometimes stranger than fiction, and this acronym has now materialized on the grid as a real-life TLA with an AI inference. Hopefully, the similarities to that other MCP end here, but I’m keeping my light cycle on standby.This newer permutation of MCP – <a target="_blank" rel="noopener noreferrer" href="https://modelcontextprotocol.io/introduction">Model Context Protocol</a> – is an open standard for governing how applications provide context to LLMs. Much like USB-C provides a standardized way to connect devices to different accessories, MCP does the same to connect AI models to different data sources and tools.Why is this important? Because MCP has become a critical piece of <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/its-an-ai-agent-world-is-agent-experience-the-secret-weapon-for-controlling-the-chaos">the agentic pie</a>, enabling you to build agents and workflows on top of LLMs – which often need to integrate with various data sources and tools. MCP can provide access to pre-built integrations that ease the connection process, including lightweight programs and hosts like IDEs. All of this, as Tron might say, is about interoperability. And while the digital frontier is very much focused on the evolution of agents, we’re still wrestling with integration complexities in the here and now. This is where data models can be key assets, helping brands, system integrators, and vendors to present products, orders, inventory, and other commerce-related data. But building a data model from scratch is tough. And by definition, each from-scratch data model is unique. That’s why 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</a> has introduced a new <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/open-data-model-initiative">Open Data Model Initiative</a>, which aims to solve the lingering interoperability issues plaguing enterprises, SIs, and ISVs. The industry group – which is focused on future-proofing enterprise technology through open, connected, and composable digital experiences – just announced the launch of the program. It coincides with its annual live event, <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">“The Composable Conference,”</a> which is being held in Chicago this week.  Led by the Alliance’s Interoperability Task Force, the Initiative will provide a set of reusable data model recipes and reference structures. These components will be extensible across critical technology domains, such as commerce, product information management (PIM), and orchestration. These patterns aren’t a set of draconian standards. In fact, they’re designed to be lightweight, adaptable, and built for real-world applications. This addresses the strategic concerns of businesses as they seek out more composable, interoperable solutions to help them navigate a rapidly changing digital landscape."Interoperability has been a primary focus for the MACH Alliance," said <a href="Adam%20Peter%20Nielsen">Adam Peter Nielsen</a>, CTO of <a target="_blank" rel="noopener noreferrer" href="https://www.novicell.com/">Novicell</a> and MACH Alliance Interoperability Lead. “With a shared data model recipe, we can make tangible progress toward seamless integration and strategic agility across diverse technologies.”<h3 id="broadening-the-composable-roadmap-">Broadening the composable roadmap </h3>According to the Alliance, its Open Data Model will be made publicly available under an open-source license on <a target="_blank" rel="noopener noreferrer" href="https://github.com/">GitHub</a>, helping to ensure transparency, accessibility, and broad community engagement. But that’s only the first step. The plan is to maintain innovation and maturity through the MACH Alliance Interoperability Working Group, which will actively enhance and expand the model. The goal is to deliver a solution that’s ready for full member consumption by the end of Q2 2025.To accelerate go-to-market readiness, the MACH Alliance is working with several MACH Certified Vendors that have provided sample material. The list includes <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/conscia">Conscia</a>, <a target="_blank" rel="noopener noreferrer" href="https://alokai.com/">Alokai</a>, <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/commercetools">commercetools</a>, <a target="_blank" rel="noopener noreferrer" href="https://www.bluestonepim.com/">Bluestone PIM</a>, <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/occtoo">Occtoo</a>, and <a target="_blank" rel="noopener noreferrer" href="https://pipe17.com/">Pipe17</a> – which offered its open, comprehensive, canonical data model as a starting point. “We built our data model over five years,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/kellygoetsch/">Kelly Goetsch</a>, COO of Pipe 17 and former MACH Alliance president and chair. “It sits at the heart of our solution, has been rigorously tested in real-world use, continuously refined, and has always been open source from day one. We’re thrilled to contribute it to the MACH Alliance, further empowering the commerce ecosystem to innovate and scale faster.”Also leading the initiative are a set of MACH Certified System Integrators, including <a target="_blank" rel="noopener noreferrer" href="https://www.applydigital.com/">Apply Digital</a>, Novicell, and <a target="_blank" rel="noopener noreferrer" href="https://www.valtech.com/en-us/">Valtech</a> – buoyed by the hyperscaling support of MACH Certified Enabler <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/aws">AWS</a>.<h3 id="giving-merchants,-sis,-and-vendors-a-mach-multiplier">Giving merchants, SIs, and vendors a MACH multiplier</h3>The new Open Data Model is poised to provide significant benefits across the MACH ecosystem. From vendor-neutral patterns for seamless interoperability to reference structures for vertical markets like manufacturing, the initiative will provide a “springboard” for new projects or legacy – all with a dedicated focus on transparency.  First, merchants will have the ability to adopt this data model as their own – and effortlessly connect their existing homegrown systems with MACH-compliant solutions.Additionally, systems Integrators and agencies will be able to build repeatable solutions, enhance their overall efficiency, and speed up MACH implementations. This will accelerate their time to deliver value to merchants.As for MACH Alliance vendors, the initiative will provide immediate access to a robust foundational data model, dramatically reducing initial development effort and enhancing a more seamless data flow between partner solutions.<h3 id="what-about-ai-(and-that-mcp-stuff)?">What about AI (and that MCP stuff)?</h3>Of course, there’s the future runway to agentic AI that I mentioned, which is wholly dependent on data. As the Alliance posits, without a shared data model, enterprises will continue to face fragmented, siloed data environments that limit AI’s ability to make accurate decisions and deliver tangible business value.By establishing an open, vendor-neutral data model, the MACH Alliance is laying the groundwork for the use of agentic AI and supporting <a target="_blank" rel="noopener noreferrer" href="https://www.anthropic.com/news/model-context-protocol">Anthropic’s MCP-powered agents. </a>This is helping to connect AI assistants to the systems where data lives, including content repositories, business tools, and development environments. Its goal is to help frontier models produce better, more relevant responses. "Enterprises demand solutions that work together,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/bobhowland/">Bob Howland</a>, Chairperson of the MACH Alliance. “By standardizing an Open Data Model, we dramatically simplify integrations. Vendors adopting the Open Data Model will find faster implementation cycles and significantly reduced complexity – enabling true interoperability that powers digital innovation."<h3 id="why-it-matters">Why it matters</h3>Spoiler alert: At the end of Tron, the computer system is once again free, giving the personified programs the ability to move about and, presumably, connect with other programs to build cool things. There’s something beautiful about this idea of seamlessly interoperating. There’s no question that security and governance are top of mind in such paradigms, and we’re a long way from easy. Still, interoperability can be made easier – better, even – with the introduction of more predictable standards. From the beginning, the concept of “openness” has been core to the MACH Alliance, making it a solid foundation for providing a common, open source data model that’s been proven. Based on the Alliance’s plans, it sounds like this model will continue to benefit from ongoing innovation and be well-supported in the future.The flexibility and extensibility of this model are also key factors. By enabling off-the-shelf access to its merchant, SI, and ISV ecosystems, the Alliance is helping to ensure that the model is instantly adoptable and supported by its members. There’s also an open invitation for experts and practitioners to help shape the model for future use cases.The market is always yearning for standards, and with the rapid acceleration of AI – specifically with MCP-powered model agents – having more predictable and reliable pathways to integrate should reduce the friction for building the next wave of agentic applications. Even the most advanced models are limited by their isolation from data, walled in behind silos and legacy systems. This is why this investment in an open data model is an ambitious and positive step forward.Will this solve every integration problem on the light cycle grid? Not likely. But it's a start. It might also unlock more potential for additional industry applications, something the organization has struggled with as it endeavors to expand and export its relevance to other industries. To that end, the MACH Alliance is also undergoing its own evolution (including its messaging). The Open Data Model might be the first page of its next chapter as it seeks to enrich its foundational mission and further support the market. With composable continuing to make gains, many are asking what's ahead, and this initiative is a glimpse of its vision for an open, AI-enabled ecosystem. You can learn more about the Open Data Model initiative and even contribute to the project at <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/open-data-model-initiative">https://machalliance.org/open-data-model-initiative</a> <hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:24.53%" src="https://cmscritic.com/ms-content/uploads/2025/03/image-1742910054704.png" /><h4 id="the-composable-conference-2025"><a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">The Composable Conference 2025</a></h4>April 22-24 – Chicago, USAExperience the future of composable and MACH principles in “The Windy City” and dive even deeper into the innovative world of MACH architecture and its benefits for your business. Building on the momentum of MACH THREE, this conference will provide your teams with the expert, impartial guidance needed to craft a winning transformation strategy and leverage the latest advancements in automation and Al to maximize efficiency and drive your organization forward. This event is ideal for executives, business leaders, technologists, and everyone in between who is looking to harness the power of composable. <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">Secure your spot today.</a> <img style="width:30.46%" src="https://cmscritic.com/ms-content/uploads/2024/11/cms-summit-25.png" alt="" /><h4 id="cms-summit-25"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">CMS Summit 25</a></h4>May 13-14, 2025 – Frankfurt, GermanyDon't miss the first European edition of our prestigious international conference dedicated to the global content management community! CMS Summit 25 will bring together top-notch speakers, our renowned learning format, and engaging social events. Hear from leading practitioners like Deutsche Bahn, Dr. Oetker, and more – and join customers, agencies, and CMS vendors as we discuss current trends and what's ahead for the content and digital experience fields. Connect and network at the only vendor-neutral, in-person conference focused on CMS. Space is limited for this exclusive event, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">so book your seats today.</a> <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, CanadaWe are delighted to present 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>

A New Game for Interoperability? Here’s Why the MACH Alliance’s Open Data Model is a Winner

Not All Heroes Wear Capes. Here's Why CMS Is Your 'Unsung Hero' in 2025

janus-boye

Sitecore Partners with Microsoft to Launch Industry’s First AI Innovation Lab for Marketers 

Gettin’ hygge with AI (and more): A few cozy takeaways from the Forrester CMS Wave 2025

Accelerating AI progress: ai12z brings powerful AI search and chatbots to Progress Sitefinity

Umbraco Shines on Sustainability and Growth in Third Annual Impact Report

CMS Kickoff 26

Find out at CMS Kickoff 26, January 13 - 14, St. Pete FL

What's the future of CMS in the AI era?

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Contentful Rolls Out New AI and Personalization Capabilities, Ramps Up R&D for its DXP

<hr /> There’s a composable breeze that's building in “The Windy City,” and it might just knock you over.The <a target="_blank" rel="noopener noreferrer" href="http://www.machalliance.org/">MACH Alliance</a> is landing its much-anticipated annual event (redubbed “The Composable Conference”) in Chicago this year, and it’s shaping up to be a powerhouse of brands, industry thought leaders, and stellar sessions.This year’s gathering will take place from April 22 – 24 at the <a target="_blank" rel="noopener noreferrer" href="https://convene.com/locations/chicago/233-south-wacker-drive/">Convene meeting space in the iconic Willis Tower</a> – a premium building in Chicago’s Loop neighborhood designed at the intersection of natural and urban environments. It’s a perfect backdrop for the transformational themes being explored at this one-of-a-kind conference.The three-day agenda is plush with keynotes and collaborative sessions, featuring industry leaders and technology practitioners. The conference is made possible by the MACH Alliance’s headline partners including <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/accenture-song-brings-its-composable-commerce-music-to-the-mach-alliance-heres-why-it-matters">Accenture Song</a>, <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/builderio-nets-20m-from-microsofts-venture-fund-what-it-means-for-the-future-of-headless-cms">Builder.io</a>, <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/commercetools">commercetools</a>, <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/contentstack">Contentstack</a>, <a target="_blank" rel="noopener noreferrer" href="https://www.publicissapient.com/">Publicis Sapient</a>, and <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/vercel-introduces-sdk-for-building-ai-apps-with-react-and-svelte">Vercel</a>.While this fourth installment ushers in a new chapter for the evolving MACH ecosystem – at a time when technology investments face major economic headwinds – the mission of the event remains clear: help attendees formulate their composable game plan. <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/mach-two-conference-wrap-six-takeaways-from-the-composable-event-of-the-year">As a previous attendee</a>, I can say firsthand that the quality of these events is top-notch. The speakers are compelling and the event format provides fertile ground for learning and networking. For me, it’s a chance to hear from real companies that have succeeded – and struggled – to make the leap to MACH, and the wisdom they’ve accrued when embracing not only the architectural tenets, but the cultural and philosophical mindset of MACH.“The Composable Conference is the one annual opportunity for business and technology leaders to come together and share the trials and tribulations that enable digital transformations,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/bobhowland/">Bob Howland</a>, event co-host and chairperson of the MACH Alliance. “The connections and community fostered enable attendees to overlay the unique principles of MACH onto their own composable strategy, building an executable playbook alongside peers and pioneers.”Before we break down the speakers and event details, it’s worth noting that this is an exclusive event with limited space – so secure your space today. The MACH Alliance is also offering a $500 travel rebate to eligible delegates. Registration is<a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25?utm_campaign=5851685-The%20Composable%20Conference&amp;utm_source=PressRelease"> now open</a>.<h3 id="dynamic-brands-take-center-stage">Dynamic brands take center stage</h3>The previous three MACH events have been heavy hitters in the content department, featuring presenters from marquee global enterprises like <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/ikea-mars-ulta-beauty-and-influential-brands-to-be-featured-at-mach-three-conference">IKEA, MARS, Ulta Beauty</a>, and other highly influential brands.This year’s crop is no exception and ups the ante with a more diverse crop of industry players. This includes representatives from Parkland, Zoro, VF Corporation, Wynn Resorts, Prada Group, Wegmans, DXL, Bissell, Firehouse Subs, Diageo, and Altitude Sports. Additional speakers and brands will be announced in the coming weeks, so stay tuned.While speakers and presentations are conduits for knowledge, the Alliance is taking a more hands-on approach to the experience by <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/newsroom/mach-alliance-elevates-annual-conference-to-help-companies-craft-their-composable-game-plan">actively involving attendees</a> at each stage of the composable journey. To deliver this more immersive vision, the conference will offer a three-track format that features workshops and insightful sessions with experts who have successfully implemented MACH. Based on the Alliance’s persistent <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/mach-alliance-publishes-first-annual-report-showcases-industry-impact-and-plans-for-2024">research and market analysis</a>, it’s clear that a MACH approach can help ensure agility, scalability, and vendor independence in an increasingly AI-driven world. Armed with a solid foundation of insights from dynamic leaders across multiple industries, attendees will be better equipped for the composable journey ahead. <h3 id="remachable-events-on-tap">ReMACHable events on tap</h3>The MACH Alliance is rolling out an enhanced event format for The Composable Conference 2025, with the core of the program dedicated to interactive workshops and roundtable sessions. As mentioned, these experiences will be led by top global brands – sharing firsthand composable insights and expertise while giving delegates the opportunity for direct learning and impactful discussions.This year, there’s an emphasis on incorporating the organization’s popular <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/ridemach">rideMACH</a> program, a robust eLearning platform that combines its educational vision and intentions with courseware and credentialing. rideMACH has exploded its enrollment in the last year, a clear sign that the market is eager to learn – and hungry for resources.At the conference, attendees can participate in <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/mach-alliance-taps-dylan-valade-of-abbott-to-drive-expanding-ridemach-education-program">“rideMACH Live,”</a> which will bring the Alliance’s online learning platform into a live classroom setting and offer several sessions for delegates to enhance their MACH mindset and technology skills.rideMACH courses are designed to empower all types of learners with the knowledge and skills needed to help organizations embrace open and transformative technologies. As part of the rideMACH program, you can join 1,000 professionals from 200 brands and 52 member companies who are accelerating their composable journeys through rideMACH’s professional development. You can learn more about the rideMACH program on the <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/ridemach">MACH Alliance website</a>.<h3 id="celebrate-the-winners-of-the-mach-impact-awards">Celebrate the winners of the MACH Impact Awards</h3>As a three-time judge of the annual <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/clarks-kraft-heinz-take-top-honors-in-mach-impact-awards-at-mach-three">MACH Impact Awards</a>, I’ve read through a mountain of applications over the years – and I’m still getting blown away. Having watched the gradual evolution of pioneering architectural approaches into more standard practices, I can see how MACH has been adopted, understood, and successfully executed.That’s all good. But it’s also making these awards harder to judge – and this year’s entrants really brought the rain. I can’t wait to share the winners during the <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/mach-impact-awards">2025 MACH Impact Awards Ceremony</a>, which will honor the most impactful global technology projects from these amazing applicants. In terms of updates, this year will feature a “Best Platform Transformation” category that recognizes the challenging path and incremental progress toward composability. <h3 id="advancing-the-mach-mission">Advancing the MACH mission</h3>Along with its advocation for best-of-breed open technology ecosystems, the MACH Alliance has long been a champion of the humans behind the composable movement. Along with its <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/mach-alliance-empowers-gender-equality-with-new-women-in-mach-deib-scoring-tool">“Women in MACH” program</a>, the Alliance continues to telegraph the importance of diversity, gender equality, social responsibility, and sustainability both within and beyond its community.At this year’s conference, there’s a new “People in MACH: Unlocking Composable Business Value Through Culture &amp; Inclusion” that will allow delegates to explore the tangible impact of DEI, allyship, and ethical technology on growth, profitability, and competitive advantage in composable enterprises.There will also be a close integration with the MACH Alliance’s new Community Platform, which was created for both end-user individuals and MACH-certified members to network, share content, and discuss ideas both at the event and long after the conference concludes.“The Composable Conference is where bold ideas meet practical execution,” said <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/the-sommelier-of-machtails-sommsations-danielle-diliberti-uncorks-composability">Danielle Diliberti</a>, event co-host and CEO of Sommsation. “As businesses build for the future and reimagine customer experiences, this event creates space for honest conversations about the challenges, breakthroughs, and strategies shaping the future of composable approaches and MACH.”To learn more about The Composable Conference and register to attend, <a href="www.machalliance.org/events/composable-conference-25">click here.</a> <hr /><h3 id="upcoming-events">Upcoming Events</h3>  <img style="width:24.53%" src="https://cmscritic.com/ms-content/uploads/2025/03/image-1742910054704.png" /><h4 id="the-composable-conference-2025"><a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">The Composable Conference 2025</a></h4>April 22-24 – Chicago, USAExperience the future of composable and MACH principles in “The Windy City” and dive even deeper into the innovative world of MACH architecture and its benefits for your business. Building on the momentum of MACH THREE, this conference will provide your teams with the expert, impartial guidance needed to craft a winning transformation strategy and leverage the latest advancements in automation and Al to maximize efficiency and drive your organization forward. This event is ideal for executives, business leaders, technologists, and everyone in between who is looking to harness the power of composable. <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">Secure your spot today.</a> <img style="width:30.46%" src="https://cmscritic.com/ms-content/uploads/2024/11/cms-summit-25.png" alt="" /><h4 id="cms-summit-25"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">CMS Summit 25</a></h4>May 13-14, 2025 – Frankfurt, GermanyDon't miss the first European edition of our prestigious international conference dedicated to the global content management community! CMS Summit 25 will bring together top-notch speakers, our renowned learning format, and engaging social events. Hear from leading practitioners like Deutsche Bahn, Dr. Oetker, and more – and join customers, agencies, and CMS vendors as we discuss current trends and what's ahead for the content and digital experience fields. Connect and network at the only vendor-neutral, in-person conference focused on CMS. Space is limited for this exclusive event, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">so book your seats today.</a> <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, CanadaWe are delighted to present 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>

‘The Composable Conference 2025' Takes Shape as MACH Alliance Announces Speakers and New Events

Lights, Camera, AI Action: Key Takeaways from Wistia’s 2025 ‘State of Video’ Report 

<hr /> If you’ve ever watched the TV game show Family Feud (I’m dating myself with this reference, but it’s been through multiple reinventions over the years), then you know how heated the competition can get. Sure, it’s all in good fun. But I think a few members of the losing teams have been unceremoniously “left out” of their family wills – all for missing one stubborn survey question.Some of those questions were strange, to be sure. But surveys have long been a key tool for unlocking the hidden gems of our cultural sentiment. And in these hallowed halls of CX, relevant feedback is the prize every brand is after, giving them essential customer insight to enhance products and drive growth.But let’s be honest: A lot of traditional customer feedback methods are broken. Brands pump out survey after survey, soliciting responses that rarely show up. And when they do, the substance can be shallow at best. In an era where customers interact across countless digital touchpoints, why are we still relying on old-school tactics to understand them? Isn’t this something to feud about?This is where CX tools like <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/callminer">CallMiner</a> have carved out a niche with AI-powered conversation intelligence. The company’s <a target="_blank" rel="noopener noreferrer" href="https://callminer.com/products/eureka">Eureka Platform</a> helps connect the dots between interactions, insights, and action – providing deeper, more holistic customer intelligence to deliver better experiences. Eureka analyzes a wide range of omnichannel interactions (think phone, email, social, and more) with its advanced AI, and turns it all into organization-wide insights that power contact center experiences. This includes everything from real-time guidance to brand sentiment. It also covers features like call center speech analytics, where CallMiner has shown up as a <a target="_blank" rel="noopener noreferrer" href="https://learning.callminer.com/us/col/lc/forrester-wave-23">Leader on the Gartner MQ</a> for that category.Now, the company is adding another layer of “smart” to its family of tools. <a target="_blank" rel="noopener noreferrer" href="https://callminer.com/products/outreach">CallMiner Outreach</a> is a new feature built on advanced analytics and AI that enables businesses to connect with customers in more meaningful ways. That extra punch of power can help strengthen relationships, tap the voice of the customer, and uncover actionable insights that drive enterprise-wide benefits.CallMiner Outreach leverages its AI capabilities to deliver personalized, contextual surveys and customer engagement campaigns. With it, users can gain a deeper understanding of each interaction through CallMiner’s conversation intelligence – providing impactful CX insights to improve customer journeys, strengthen loyalty, and increase customer satisfaction. “Today’s survey vendors are stuck in the past, only thinking about the traditional way to execute surveys,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/brucekmcmahon/">Bruce McMahon</a>, CallMiner’s Chief Product Officer. “They are not considering whether those surveys are valuable to and personalized for customers, and if responses are providing meaningful business insights. CallMiner Outreach goes beyond simple surveys and traditional feedback methods by leveraging AI-driven insights from customer interactions to improve the quality, relevance, and efficiency of feedback collection and analysis.”<h3 id="is-there-a-customer-feedback-crisis?">Is there a customer feedback crisis?</h3>Maybe. The answer to that question hinges on how brands weigh the value of their solicited and unsolicited feedback and whether the juice is worth the squeeze. CallMiner has been studying this question with deep interest for quite some time, distilling and publishing their research annually.According to the company’s <a target="_blank" rel="noopener noreferrer" href="https://learning.callminer.com/us/c/whitepaper-us-cx-landscape-24?pflpid=45098&amp;pfsid=TCP_QZd1YS&amp;pfsfc=false">2024 CX Landscape Report</a>, 64% of global organizations said that all – or in some cases, the majority – of the customer feedback they collect is solicited. They also uncovered that organizations are collecting an equal amount of unsolicited and solicited feedback: About 25% in 2024 versus 20% in 2023. How are they doing this? Survey says: Surveys. That’s right – CX leaders are still relying primarily on traditional survey tools to solicit feedback from customers. On one hand, that makes total sense, as many organizations have invested significantly in their survey infrastructure. However, according to CallMiner, the persistent reality of low response rates and a lack of meaningful insights isn’t translating into a worthwhile ROI.<h3 id="reaching-out-with-outreach">Reaching out with Outreach</h3>As part of CallMiner’s robust Eureka Platform, Outreach is the industry’s first AI-powered customer feedback tool that triggers outreach based on specific interaction characteristics. This is a novel approach, as it does not rely on general interaction alone. Rather, it combines insights from unsolicited interactions – like those in a contact center – with solicited feedback for more intelligent, targeted surveys and customer engagement initiatives.How does it work? Just as you might expect, given the scope of CallMiner’s other products. Outreach analyzes phone calls, social media, online reviews, emails, and other interactions, empowering CX and contact center leaders to personalize the outreach mechanisms. This can be expressed in the form of surveys, quick-response forms, marketing offers, and more – all aimed at addressing and resolving exact customer issues. Outreach’s real potential lies in its AI-powered insights, which provide unmatched customer connections. Its AI-powered surveys and campaigns can be tailored based on specific customer interactions and triggered by specific events. Closed-loop feedback also enables more personalized, insight-driven experiences that build trust and loyalty – as well as improve issue resolution and reduce churn.By unifying CX measurement across multiple channels, CallMiner Outreach gives you a complete, holistic view of your customer. This allows you to tap into sentiment from all your touchpoints and take action. You can also more fluidly connect what’s happening in your contact center with your broader CX initiatives.Along with the benefits of automating your outreach initiatives and analysis, it also activates your ability to make faster decisions with AI fueling your efficiency. Taken together, Outreach ensures relevance, timeliness, and improved customer outcomes.CallMiner’s CPO McMahon calls this “The future of CX.” “CallMiner has always enabled organizations to combine unsolicited and solicited feedback in a single platform to gain a comprehensive view of the customer,” McMahon said. “With CallMiner Outreach, we’re delivering the native capabilities needed to execute faster, more intelligent feedback campaigns directly within the CallMiner platform.”<h3 id="availability-and-pricing">Availability and pricing</h3>CallMiner Outreach is in early availability for both new and existing customers. You can register to watch a new <a target="_blank" rel="noopener noreferrer" href="https://callminer.com/c/callminer-outreach">product overview video</a> or request a demo from their website.In terms of pricing, CallMiner plays it close to the chest. This is enterprise contact center and CX analytics software, so it’s going to be calculated on a number of variables. According to its G2 page, there’s some flexibility based on a volume or seat-based paradigm. For more information or to contact a representative, <a target="_blank" rel="noopener noreferrer" href="https://callminer.com/">visit their website.</a> <h3 id="why-it-matters">Why it matters</h3>With the evolution of Outreach, both CX and contact center leaders can now seamlessly integrate customer feedback with an industry-leading conversation intelligence platform.On the customer experience side of the ledger, Outreach delivers a holistic understanding of the customer’s behaviors – something we’re paying close attention to across other analytics and CDP platforms as well. It effectively streamlines feedback loops and improves key engagement metrics to impact retention and loyalty. This includes things like your net promoter score (NPS) and customer satisfaction (CSAT) rating.For contact centers, there are a multitude of benefits. Outreach enhances the connection between operational efficiency and customer satisfaction, improving key metrics such as average handle time and first contact resolution, as well as agent performance and productivity.Viewed through our CMS lens, customer feedback is an essential component in the omnichannel landscape. Contact centers are critical touchpoints, and facilitating feedback to maximize value is key – particularly if it might influence content and digital experiences on any level. CallMiner is right at home with CRM platforms like <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/salesforce">Salesforce</a> and experience management tools that are essential layers in the digital stack. The company's leadership with AI-powered conversation intelligence could be a key evaluation point if you’re integrating contact center services as part of your overall strategy. It also plays nicely with other call tracking and analytics platforms like <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/ringcentral">RingCentral</a> and <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/callrail">CallRail</a>. One more point: I like how CallMiner is driving thought leadership and innovation around <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/its-an-ai-agent-world-is-agent-experience-the-secret-weapon-for-controlling-the-chaos">agentic AI</a> in the call center, trailblazing solutions to streamline analytical tasks. Call centers are an area where AX is having a profound impact, and CallMiner is shaping <a target="_blank" rel="noopener noreferrer" href="https://learning.callminer.com/us/col/lc/whitepaper-us-agenticai">a strong position</a> with its thinking in this area. Definitely something to consider in your evaluation process. Surveys are still a relevant part of the customer feedback family. But with tools like CallMiner Outreach, there might be a little less to feud about. <hr /><h3 id="upcoming-events">Upcoming Events</h3>  <img style="width:24.53%" src="https://cmscritic.com/ms-content/uploads/2025/03/image-1742910054704.png" /><h4 id="the-composable-conference-2025"><a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">The Composable Conference 2025</a></h4>April 22-24 – Chicago, USAExperience the future of composable and MACH principles in “The Windy City” and dive even deeper into the innovative world of MACH architecture and its benefits for your business. Building on the momentum of MACH THREE, this conference will provide your teams with the expert, impartial guidance needed to craft a winning transformation strategy and leverage the latest advancements in automation and Al to maximize efficiency and drive your organization forward. This event is ideal for executives, business leaders, technologists, and everyone in between who is looking to harness the power of composable. <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">Secure your spot today.</a> <img style="width:30.46%" src="https://cmscritic.com/ms-content/uploads/2024/11/cms-summit-25.png" alt="" /><h4 id="cms-summit-25"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">CMS Summit 25</a></h4>May 13-14, 2025 – Frankfurt, GermanyDon't miss the first European edition of our prestigious international conference dedicated to the global content management community! CMS Summit 25 will bring together top-notch speakers, our renowned learning format, and engaging social events. Hear from leading practitioners like Deutsche Bahn, Dr. Oetker, and more – and join customers, agencies, and CMS vendors as we discuss current trends and what's ahead for the content and digital experience fields. Connect and network at the only vendor-neutral, in-person conference focused on CMS. Space is limited for this exclusive event, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">so book your seats today.</a> <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, CanadaWe are delighted to present 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>

Survey Says? CallMiner Rings the CX Bell with New AI-Powered Customer Feedback

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