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digital experience platform Article

Progress Powers Its Vision for ‘Generative CMS’ with Agentic RAG and a Legacy of Innovation

matt-garrepy

Forrester DXP Wave 2025: Welcome to 'The Agent Hunger Games.’ Are the odds in your favor?

Combatting Composable Regret in 2026

filip-larsen

Conquer ‘Cold Starts’ with Hot Launches: Uniform AI Helps Teams Ship Digital Experiences Faster

‘Seasons of Love’: Sitecore Symposium 2025 Sings, Putting AI and Marketers in the Spotlight

<a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/critics/conor-egan">Conor Egan</a> is SVP Product at <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/contentstack">Contentstack</a> and a CMS Critic Contributor.<hr /> In order for <a target="_blank" rel="noopener noreferrer" href="https://www.contentstack.com/platforms/ai">AI</a> to become a truly revolutionary force in life and business, we’ll have to trust it with more than just our grunt work. We’ll have to outsource some of our decision-making as well.That’s where agentic AI comes in.An AI agent is a system you can interact with in plain language that has some amount of capabilities it can manage, including taking actions on your behalf. The simplest AI agents are “helper” agents, such as support agents or virtual assistants. (<a target="_blank" rel="noopener noreferrer" href="https://www.mentalfloss.com/article/504767/tragic-life-clippy-worlds-most-hated-virtual-assistant">Clippy</a> was the godfather of this sort of thing). You can ask these agents to book your plane tickets or revise some text, or which barbecue grill would best suit your needs. Other AI agents run when you're not doing anything. They’re constantly listening, and can take some action if they think it's necessary.That makes them close to what we used to call automations. The key difference between an automation and an agent is that the agent has more than one function, and can make its own decisions and interpretations of what it’s supposed to do.  Here are a few thoughts about the value of agentic AI as a force multiplier and facilitator, and why companies that are replacing human beings with AI agents are thinking about this technology the wrong way.<h3 id="why-should-we-use-ai-agents?">Why should we use AI agents?</h3>Not all tasks fit neatly into a simple binary. Think of a governance agent that’s supposed to enforce brand guidelines or highlight when content should get another review. You might want more complexity in its output than a cut-and-dried yes or no. Your AI agent might decide that the problems with a piece of content are egregious enough to block it from being published, or that it needs someone else to review it, or there’s some other review state it should go into. Based on what’s happening, it might decide which tools to apply for the job. There are multiple paths that an AI agent can follow, and it has some agency in deciding what they are. In the Old World, you'd have to account for each of those branching paths, and if the scenario didn't fall into one, then nothing would happen. The advantage of AI agents is that they’re equipped to deal with situations they’ve never seen before. They’re not forced to operate within what they were “programmed” to do.Of course, there's a time-saving aspect as well. Humans are very expensive, and compute is not, so there may be certain repetitive tasks that an agent is better equipped for in terms of resource efficiency.For example, sifting through a great amount of content, summarizing things, identifying outliers — these are all things that can be pretty time-consuming for humans to do. AI agents can do these tasks quickly, and even help you identify opportunities that you might not have discovered yourself.<h3 id="contentstack’s-rule-for-ai-development">Contentstack’s rule for AI development</h3>As <a target="_blank" rel="noopener noreferrer" href="https://www.contentstack.com/">Contentstack</a> prepares to roll out new agentic AI features this fall, our Product team has benefitted from a simple guiding principle: If it doesn’t deliver significant user value, we don’t do it.So, what is “user value”? In my opinion, it’s anything that falls into one of these three buckets:Number one, it does something that you're already doing, but 10 times better. For example, instead of sifting through all my data and having to hand-identify all the audiences, an AI agent can break up my audiences based on lookalike models. I could have done this myself, but with AI I can do it (at least) 10X faster.Number two, it allows me to do something that I literally could not do before. It's not just helping me with what I could have done otherwise. The AI enables some net new capability that was not possible before. And number three, it can turn a regular user into a power user. Let’s say we wanted to add natural language search in our CMS, so you could type in and find what you’re looking for without having to figure it out through advanced search. Rather than having to become a search power user or rely on your developers, the AI functionality gives you the same abilities as the most skilled users of the platform. If an AI concept does not meet one or more of these criteria, then it's not worth our team’s investment. And by the way, none of those criteria boil down to “it allows your company to cut the size of its workforce.” Which brings me to my next point…<h3 id="why-ai-agents-should-enhance-human-effort,-not-replace-it">Why AI agents should enhance human effort, not replace it</h3>So far, companies have taken a couple of different approaches with agentic AI. One is trying to <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/pulse/dude-wheres-my-job-conor-egan-shj6e/">literally replace people</a>. So, if you have someone whose job is to do X, they’ll seek to create an agent that does exactly that.But I think we get a lot more value from AI agents when we use them as facilitators, not workforce replacers. You hired smart people to use their talents, right? If that’s the case, you should probably get rid of all the things they have to do in the course of the day that don't differentiate you and your brand. Are there capabilities that you can give a team member via an agent that provides a force multiplier or allows them to provide more value? Start there.We’re quickly entering a world where AI will be able to put marketing on autopilot. It will create the campaigns, it will write the content, generate the assets, etc. And my question is always, “If everybody has the exact same tools, how is a great marketer going to beat a good marketer?” Because if you have a system that can spit out average content and everybody's doing it, things are going to be very noisy.It's not that AI can't help you develop novel experiences. But if you're creating content for other humans, then humans need to serve as the judge of taste. When AI tools are generating the same campaign ideas, the most successful marketers are the ones who will be better at deciding which ideas to pursue. <h3 id="looking-ahead:-ai-agents-will-eat-more-tasks-from-the-bottom-up-(and-that’s-a-good-thing)">Looking ahead: AI agents will eat more tasks from the bottom up (and that’s a good thing)</h3>Whether it's industrial farming or computers, new technology always eats jobs from the bottom up. It could be literal jobs that you have to do, or those “jobs” could be abstraction layers.In the early days of code, we were interacting directly with the hardware itself and writing in ones and zeros. Then we added operating systems, and now you can use a mouse, which is a layer on top of an operating system. We used to have to manage our infrastructure by taking racks to a server farm and plugging in the cables, and installing the software, and now we have cloud services. We used to write JavaScript and HTML by hand. Then we developed code frameworks where you don't even need to know the underlying JavaScript. AI is the latest layer on top of all this. Soon, you won't necessarily need to know how to use Contentstack. Our platform is an abstraction of an abstraction of a database that you used to have in order to do all these jobs. AI agents are simply the most recent iteration of what technology has been doing for a long time. The real purpose of AI — just like all the advancements that came before it — is to get you to the value part faster. You can now spend most of the hours in your day doing the high-value things that are going to have an impact, and less time figuring out how to learn the software. <hr /><h3 id="upcoming-events">Upcoming Events</h3> <figure class="image image-style-block-align-left image_resized" style="width:28.08%"><img src="https://cmscritic.com/ms-content/uploads/2025/10/image-1759840698475.png" /></figure><h4 id="raise:-lifting-content-into-the-future-with-agentic-cms"><a target="_blank" rel="noopener noreferrer" href="https://kontent.ai/events-and-webinars/raise/">RAISE: Lifting Content into the Future with Agentic CMS</a></h4>November 11, 2025 – London, UKJoin Kontent.ai at RAISE: Lifting Content into the Future with Agentic CMS, a premier free event for forward-thinking marketing and technology leaders shaping the way today’s most ambitious brands create and deliver content. Expect bold ideas, discover innovative strategies, engage with industry leaders, and gain insights that will lift your content strategy to new heights. At RAISE, you'll learn how to deliver faster, more engaging content experiences while AI does the busywork of audits, compliance, and localization with Agentic CMS, built to give you and your teams more time on creativity that matters. <a target="_blank" rel="noopener noreferrer" href="https://kontent.ai/events-and-webinars/raise/">Reserve your seat today.</a> <img style="width:29.67%" src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761136749603.png" /><h4 id="live-webinar:-can-we-ever-get-composable-without-complexity?"><a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Live Webinar: Can We Ever Get Composable Without Complexity?</a></h4>November 20, 2025 – 6 PM (CET) / 5 PM (GMT) / 12 PM (EST)Composable architecture promised to simplify digital experience creation by giving organizations the flexibility to combine the technologies that met their needs. But for many enterprises, it’s done the opposite, which has led to complex integrations, spiraling costs, and what some are now referring to as composable regret. In this live conversation, Umbraco CEO Mats Persson joins Matt Garrepy, Chief Content Officer at CMS Critic, for a candid exploration of what went wrong in the first wave of composable and what needs to change. <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Register for the webinar.</a> <img style="width:29.08%" src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761594434824.png" /><h4 id="typo3-conference-2025"><a target="_blank" rel="noopener noreferrer" href="https://t3con.typo3.com/">TYPO3 Conference 2025</a></h4>November 25–27, 2025 – Düsseldorf, GermanyT3CON is the premier annual event for web professionals, developers, marketers, and decision-makers. Much more than just a TYPO3-focused conference, T3CON spotlights the latest trends, innovations, and leaders shaping the future of content management, covering everything from grassroots initiatives to new technologies, strategies, and success stories. The event is designed to empower businesses and organizations with the knowledge and tools they need to thrive in the evolving digital landscape. The conference culminates in an awards ceremony celebrating the best TYPO3 projects across various industries. <a target="_blank" rel="noopener noreferrer" href="https://t3con.typo3.com/">Get your ticket.</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>

Agentic AI 101: What's an AI agent and when should they be used?

conor-egan

Shock and AI Awe: Sitecore Unleashes SitecoreAI, its Next-Gen AI-Powered DXP

Best Video Experience

Give your audience the best video experience

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<hr /> We’re in the “All Agents, All the Time” era. You know it. I know it. And it’s not just the persistent media and marketing hype cycle. Agents are sometimes <a target="_blank" rel="noopener noreferrer" href="https://www.moveworks.com/us/en/resources/blog/what-is-an-ambient-agent">ambient by nature,</a> running continuously in the background to monitor event streams, anticipate needs, and act autonomously without waiting for direct user prompts.So they are, quite literally, doing their thing all the time. No coffee breaks, just constant workaholics – and that’s creating some incredible efficiencies for marketers and brands.We’re still in the early days of the “agentic revolution” (can I use that phrase?), but it’s already yielding some tangible results. I’ve been speaking to numerous agencies and enterprises over the last few weeks, and there’s a growing fervor surrounding agents and how they can be harnessed in meaningful ways.A lot of the discussion has revolved around the orchestration platforms needed to perform this job, and <a target="_blank" rel="noopener noreferrer" href="https://www.optimizely.com/ai/">Optimizely's Opal</a> is often at the top of the list. Designed with marketers in mind, Opal allows you to create AI agents for almost any use case imaginable and build intricate workflows that can impact your experiments, accelerate your campaign lifecycles, and drive more business.In my recent <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/optimizelys-new-agent-orchestration-gives-marketers-a-magic-wand-for-building-custom-workflows">post-Opticon conversation</a> with Optimizely’s SVP of Product, <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/kevinsyli/">Kevin Li,</a> we talked at length about the importance of customizable workflows, and how Optimizely has been doubling down on delivering an elegant and robust experience that really juices productivity.“As we talk to customers, they’re really excited about the whole workflow aspect,” he said. “How we get to the 10x, 20x productivity gains lies in workflow, so we're excited about the ability to build your own workflows with the agents themselves to actually go get more work done.”Expanding the scope and reach of Opal has clearly been a key objective for Optimizely, and now they’re tapping Google as a force multiplier. The DXP just announced that it is now integrated with <a target="_blank" rel="noopener noreferrer" href="https://cloud.google.com/gemini-enterprise?hl=en">Gemini Enterprise,</a> Google Cloud’s new platform that enables teams to discover, create, share, and run AI agents in a single destination. With pre-built and custom agents, drag-and-drop workflow design, and Gemini-powered reasoning, Opal can help teams scale marketing performance faster and with greater precision. The combined offering – available via the <a target="_blank" rel="noopener noreferrer" href="https://console.cloud.google.com/marketplace/product/optimizely-public/optimizelyopal?hl=en&amp;pli=1&amp;project=main-aura-293403">Google Cloud Marketplace</a> – will unify data across systems while Opal analyzes it to recommend and even execute personalized marketing campaigns.<figure class="image image-style-align-center image_resized" style="width:89.02%"><img src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761169863165.png" alt="A screenshot of a computer

AI-generated content may be incorrect." /></figure>Optimizely Opal in the Google Cloud Marketplace. Source: Google Cloud Marketplace "We're entering an era where marketing teams need more than just individual AI tools – they need orchestrated intelligence that can adapt, learn, and execute across their entire workflow," said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/jessica-dannemann-93858936/">Jessica Dannemann,</a> Chief Partner Officer at Optimizely. “By bringing Opal to the Google Cloud Marketplace, we're making it easier than ever for businesses to access the AI-powered marketing capabilities they need to create exceptional customer experiences.”<h3 id="advanced-reasoning-powered-by-google-gemini-models">Advanced reasoning powered by Google Gemini models</h3>Gemini Enterprise is designed to bring Google's most advanced AI models to businesses to address a variety of workflows. It functions as a kind of central interface for users to interact with AI by querying company data, automating tasks using pre-built or custom AI agents, and creating content. Gemini Enterprise offers an array of features, including a no-code workbench for creating custom agents, secure connections to company data across different platforms, and a governance framework for managing agents and auditing their use. Powered by Google’s Gemini models, Opal’s integration will deliver powerful reasoning capabilities for sophisticated analysis of both text and visuals, powering marketers with essential insights to drive smarter, faster campaign decisions. <h3 id="giving-marketers-more-control-while-breaking-down-data-silos">Giving marketers more control while breaking down data silos</h3>By bringing their technologies together, Optimizely and Google Cloud are tackling two of the biggest challenges that marketers face: fragmented customer data and the difficulty of personalizing content at scale.Through Opal’s integration with Gemini Enterprise, marketers can break down barriers between search, assistance, and intelligent agents. Gemini Enterprise’s extensive network of third-party agents and data connections also allows Opal users to access a holistic view of customers, drawing information from various enterprise systems to enrich the marketing experience."Bringing Optimizely’s agent to Google Cloud provides customers with powerful new tools to advance their digital transformation goals,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/daivu/">Dai Vu,</a> Managing Director, Marketplace &amp; ISV GTM Programs at Google Cloud. “We’re excited to expand our work with Optimizely and see how customers use the Opal agent technology to innovate and help marketers break down data silos.”<h3 id="harnessing-an-agent2agent-interoperability-architecture">Harnessing an Agent2Agent interoperability architecture</h3>Agents are starting to work together, and the real potential lies with these agent-to-agent interactions. With Optimizely and Google’s integrated offering, marketers can now harness the power of <a target="_blank" rel="noopener noreferrer" href="https://www.ibm.com/think/topics/agent2agent-protocol">Agent2Agent (A2A) capabilities</a> – unleashing an integrated library of tools that allow teams to design and execute automated, effective, and personalized campaigns at scale.Announced in April, <a target="_blank" rel="noopener noreferrer" href="https://developers.googleblog.com/en/a2a-a-new-era-of-agent-interoperability/">Google’s A2A protocol</a> marshals a standardized set of design principles from a wide range of industry-leading technology partners. The architecture enables seamless, real-time collaboration between AI systems, eliminating manual data transfers and allowing for complex, automated workflows. A2A focuses on core agentic functions, tight security, and the ambient ability to handle long-running tasks (they keep going and going). It’s also host-agnostic, so it can support agents regardless of how or where they are built.But A2A is also about collaboration, enabling agents to join forces. For marketers, this could mean skipping the Red Bull and instead leaning on agents to perform urgent tasks like industry research overnight – so they have the insights they need to develop rock-solid campaigns as soon as they start their workday. Opal debuted in the Google Cloud Marketplace in July. With this new integration, Optimizely and Google Cloud are deepening their collaboration with an A2A-powered architecture that enables real-time collaboration between the two AI systems. Opal itself runs on <a target="_blank" rel="noopener noreferrer" href="https://ai.google.dev/gemini-api/docs/models">Google’s Gemini models,</a> giving marketing teams powerful, advanced reasoning to analyze complex data and generate intelligent, personalized campaign recommendations.<h3 id="pricing">Pricing</h3>Optimizely Opal can be purchased through the <a target="_blank" rel="noopener noreferrer" href="https://console.cloud.google.com/marketplace/product/optimizely-public/optimizelyopal?hl=en&amp;pli=1&amp;project=main-aura-293403">Google Cloud Marketplace</a> via a Private Offer. That's cloud lexicon for contacting Optimizely’s sales to obtain a custom quote. Cloud marketplace listings can be somewhat nebulous at times (that's true of them all), particularly if the product isn't a direct SaaS or subscription model within your account. That said, the listing page does offer access to resources like tutorials and documentation to get things started. <h3 id="the-verdict">The verdict</h3>The hyperscalers have been a well for hydrating AI scalability, but Google in particular has been prolific with its Gemini foundation models (although recent outages aside, AWS Bedrock is making notable progress with its <a target="_blank" rel="noopener noreferrer" href="https://aws.amazon.com/ai/generative-ai/nova/">Amazon Nova models</a>). Optimizely already runs on Gemini, so that’s clearly accelerating the innovation arc and gaming the efficiencies.Regardless of the AI wizardry under the hood, the real key here is marketers – and Opal is already delivering the kind of frictionless, low-code, drag-and-drop workflow capabilities that are helping them unlock the value of AI. This new integration is evolving that value, connecting Opal’s marketing intelligence with Gemini Enterprise’s network of agents and data sources to provide a unified view of the customer journey. From a tactical perspective, the coordination between the two systems is giving marketing teams the ability to build and run personalized campaigns with greater automation, allowing them to focus on other tasks with creative or strategic imperatives. This, of course, is the real promise of AI: reducing the cognitive load for marketers, who are struggling to manage a multitude of tools in an ever-increasing stack of complexity. There continues to be a lot of AI washing out there, but Optimizely’s roadmap still looks promising in the Opal department, particularly within the scope of its <a target="_blank" rel="noopener noreferrer" href="https://www.optimizely.com/products/">Optimizely One</a> and CMP ecosystems. One of the smartest things they did to validate the use cases and outcomes with Opal was <a target="_blank" rel="noopener noreferrer" href="https://www.optimizely.com/insights/the-2025-optimizely-opal-ai-benchmark-report/">publishing a Benchmark Report</a> that details how marketers are actually using it – and where it’s paying off. The dimensions of this new integration are certainly worth a look if you’re in the “All Agents, All the Time” mode. I’m not sure it can deliver a four-day work week for marketers, but this integration could help lighten the load.  <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>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> <figure class="image image-style-block-align-left image_resized" style="width:28.08%"><img src="https://cmscritic.com/ms-content/uploads/2025/10/image-1759840698475.png" /></figure><h4 id="raise:-lifting-content-into-the-future-with-agentic-cms"><a target="_blank" rel="noopener noreferrer" href="https://kontent.ai/events-and-webinars/raise/">RAISE: Lifting Content into the Future with Agentic CMS</a></h4>November 11, 2025 – London, UKJoin Kontent.ai at RAISE: Lifting Content into the Future with Agentic CMS, a premier free event for forward-thinking marketing and technology leaders shaping the way today’s most ambitious brands create and deliver content. Expect bold ideas, discover innovative strategies, engage with industry leaders, and gain insights that will lift your content strategy to new heights. At RAISE, you'll learn how to deliver faster, more engaging content experiences while AI does the busywork of audits, compliance, and localization with Agentic CMS, built to give you and your teams more time on creativity that matters. <a target="_blank" rel="noopener noreferrer" href="https://kontent.ai/events-and-webinars/raise/">Reserve your seat today.</a> <img style="width:29.67%" src="https://cmscritic.com/ms-content/uploads/2025/10/image-1761136749603.png" /><h4 id="live-webinar:-can-we-ever-get-composable-without-complexity?"><a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Live Webinar: Can We Ever Get Composable Without Complexity?</a></h4>November 20, 2025 – 6 PM (CET) / 5 PM (GMT) / 12 PM (EST)Composable architecture promised to simplify digital experience creation by giving organizations the flexibility to combine the technologies that met their needs. But for many enterprises, it’s done the opposite, which has led to complex integrations, spiraling costs, and what some are now referring to as composable regret. In this live conversation, Umbraco CEO Mats Persson joins Matt Garrepy, Chief Content Officer at CMS Critic, for a candid exploration of what went wrong in the first wave of composable and what needs to change. <a target="_blank" rel="noopener noreferrer" href="https://umbraco.com/webinar-cmscritic">Register for the webinar.</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>

Optimizely Opal Fuels Marketers with Powerful AI Agents via Google's Gemini Enterprise

The Next Great DXP Will Sell Transformation, Not Software

andycohen

Optimizely’s New Agent Orchestration Gives Marketers a ‘Magic Wand’ for Building Custom Workflows

<a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/critics/nishant-patel">Nishant Patel</a><a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/critics/amit-aggarwal"> </a>is the co-founder and CTO at <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/contentstack">Contentstack</a> and a CMS Critic contributor. <hr /> When the internet first went mainstream, it was innovative just to have a website. Later, it was a blog. Then a mobile version. Each step felt like a leap forward in how brands showed up online.But we’ve entered a different era. With the rise of AI, simply “having a presence” doesn’t stand out to customers anymore. What does stand out is how adaptive that presence can be.By emphasizing personalization, <a target="_blank" rel="noopener noreferrer" href="https://www.contentstack.com/resources/case-study/land-olakes-boosts-conversion-rate-by-38-with-lytics-cdp-personalization?utm_campaign=fy26_glb_os_thought-leadership&amp;utm_medium=press-link&amp;utm_source=cmscritic&amp;utm_content=nishant-cmscritic-october">Land O’Lakes</a>’ animal nutrition brand Purina increased conversions to an average of 30% and improved its ability to keep visitors on the website for longer. That’s the power of experiences designed for individuals, not audiences.So what does the future look like? Two words: context management.<h3 id="content-vs.-context-management">Content vs. Context Management</h3>For years, brands doubled down on producing and managing content. But with the technology available and the siloed way data was collected, they were mostly guessing what a segment of people wanted. A brand can crank out endless content, but if that content isn’t in response to an individual’s real-time signals, what good will it do?Content management won’t cut it today. Context management is the only strategy that will reach and move audiences to action. (This, coming from someone who created the first <a target="_blank" rel="noopener noreferrer" href="https://www.contentstack.com/resources/report/complete-headless-cms-guide?utm_campaign=fy26_glb_os_thought-leadership&amp;utm_medium=press-link&amp;utm_source=cmscritic&amp;utm_content=nishant-cmscritic-october">headless CMS</a>.)Unlike content management, context management seeks to piece together the full story of the problem or desire that the customer wants to solve, based on signals they send. For example, a Gen Z customer might see a product they like on social media. From there, they might quickly search that product—via a search engine or LLM—and land on your website. Imagine they click “shop” and see the exact product they’ve been searching for in front of them, without any deep dives. That’s a brand experience just for that individual, adapted instantly after a quick scan of their browser history. In the <a target="_blank" rel="noopener noreferrer" href="https://www.contentstack.com/blog/announcements/welcome-to-the-context-economy?utm_campaign=fy26_glb_os_thought-leadership&amp;utm_medium=press-link&amp;utm_source=cmscritic&amp;utm_content=nishant-cmscritic-october">Context Economy</a>, the value of a brand no longer comes from the volume of content published, but from how intelligently a brand’s experience adapts to the customer’s signals. Is your digital experience technology equipped to handle it?<h3 id="where-context-meets-agentic-ai">Where Context Meets Agentic AI</h3>Brands have been moving towards context management for a long time. According to the <a target="_blank" rel="noopener noreferrer" href="https://content.martechday.com/state-of-martech-2025.pdf">2025 State of Martech report</a>, the center of the Martech stack has shifted over the last two years to data warehouses and customer data platforms. I like that because you can’t be smart without data. But I also think it's a curious choice, because data can never act alone. Brands need to pair data systems with a CMS to turn data into insights, activate those insights, and connect with customers. What happens if you supercharge that with automation and agentic AI? Here’s what a true <a target="_blank" rel="noopener noreferrer" href="https://www.contentstack.com/blog/ai/agentic-ai-101-whats-an-ai-agent-and-when-should-they-be-used?utm_campaign=fy26_glb_os_thought-leadership&amp;utm_medium=press-link&amp;utm_source=cmswire&amp;utm_content=nishant-contentcon?utm_campaign=fy26_glb_os_thought-leadership&amp;utm_medium=press-link&amp;utm_source=cmscritic&amp;utm_content=nishant-cmscritic-october">agentic AI</a> ecosystem might function like:A flash sale is about to go live. Instead of scrambling across teams—marketing, legal, supply chain, development, brand—AI agents handle the campaigns.One agent writes the copy. Another ensures it’s on-brand. An anti-hoax agent flags suspicious assets, while a supply chain agent checks inventory. Once the plan is greenlit by humans, a promotion agent takes over to launch the campaign, update the homepage, and email the right audience. As performance data rolls in, yet another agent optimizes the campaign in real time, ensuring it reaches the right people in the right moments.Again, keep in mind this shouldn’t be a one-size-fits-all experience. Individual A receives one version, while Individual B receives a completely different version, based on the context they provide. Both move the customer to form a deeper connection with the brand in different ways.This is not a distant future. Contentstack enables that reality today.<h3 id="embrace-agentic-with-contentstack’s-agent-os">Embrace Agentic with Contentstack’s Agent OS</h3><a target="_blank" rel="noopener noreferrer" href="https://www.contentstack.com/academy/content/adaptive-personalization-with-agent-os">Contentstack’s Agent OS</a> is a breakthrough in agentic AI that allows AI and automation to operate with full brand and customer context to drive one-to-one interactions. Agents tap into a brand’s content, voice, audience insights, and existing Contentstack tools to handle predictable tasks and enforce on-brand outputs where it matters. Automations remove the need to switch between tools, set up manual workflows, and configure repetitive, low-value AI prompts.This is context management: combining data, content, and brand intelligence in real time to enable customer-driven experiences at scale.<h3 id="how-to-get-your-context-in-order">How to Get Your Context in Order</h3>So how do you prepare for an agentic future, today? <ol><li>Know your customer. Make sure customer data is being captured with the right systems, and that you’re pulling in real-time signals you can actually act on. That might require getting marketing and IT together in one room until that’s figured out. Even better, use data systems already <a target="_blank" rel="noopener noreferrer" href="https://www.contentstack.com/platforms/real-time-cdp?utm_campaign=fy26_glb_os_thought-leadership&amp;utm_medium=press-link&amp;utm_source=cmscritic&amp;utm_content=nishant-cmscritic-october">embedded in your CMS</a>, so you don’t have to configure complicated integrations and fixes to connect data and content.  </li><li>Know your brand. This isn't just about logos and tone and voice. Understand how your brand is most relevant to your customer and adds value to their life. Do they want to be educated? Entertained? Make sure you’re fulfilling that need.  </li><li>Commit to the moment. Once you understand the intersection between customer and brand, use AI and LLMs to <a target="_blank" rel="noopener noreferrer" href="https://www.contentstack.com/blog/tech-talk/how-ai-powered-personalization-enhances-customer-experience?utm_campaign=fy26_glb_os_thought-leadership&amp;utm_medium=press-link&amp;utm_source=cmscritic&amp;utm_content=nishant-cmscritic-october">personalize content</a> for customers in the right channel, at the right time.</li></ol>The “one-size-fits-all” web has been dying for a long time. Now, with modern digital experience platforms like <a target="_blank" rel="noopener noreferrer" href="https://www.contentstack.com/platform?utm_campaign=fy26_glb_os_thought-leadership&amp;utm_medium=press-link&amp;utm_source=cmscritic&amp;utm_content=nishant-cmscritic-october">Contentstack Edge</a> that combine content, data, and agentic AI in real-time, there’s a better customer experience waiting. We can finally move on to the era of context management.

The Death of the One-Size-Fits-All Web

nishant-patel

<hr /> <a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Sitecore Symposium 2025</a> is shaping up to be a home run – and it’s not only because <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/batter-up-sitecore-symposium-2025-brings-jesse-cole-of-savannah-bananas-to-the-plate">Jesse Cole </a>of the Savannah Bananas is taking the field as a keynote speaker.Now, the DXP is bringing another heavy hitter to bat: <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/paulroetzer/">Paul Roetzer,</a> founder of <a target="_blank" rel="noopener noreferrer" href="https://smarterx.ai/">SmarterX</a> and the <a target="_blank" rel="noopener noreferrer" href="https://www.marketingaiinstitute.com/">Marketing AI Institute.</a> An acclaimed and respected voice in the AI landscape, Paul’s transformative thinking has helped business and marketing leaders harness the value of AI, apply it responsibly and ethically, and maintain a core focus on people and purpose. Together, the duo promises to deliver a double play of marketing and AI knowledge to Symposium attendees.“Paul is at the forefront of helping marketers understand what this means and how to respond,” said <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">Eric Stine,</a> CEO of Sitecore. “At Symposium, his insights will connect directly to what Sitecore does best: enabling marketers to create personalized experiences that reach the right people, with the right message, even as discovery gets harder.”Sitecore Symposium is taking place November 3-5 at the <a target="_blank" rel="noopener noreferrer" href="https://swandolphin.com/">Walt Disney World Dolphin Resort</a> in Orlando, Florida. One of the industry’s premier annual events, this year’s Symposium promises to bring together more than 1,500 marketing and digital leaders to explore how AI is changing how we discover and connect with brands – and how marketers can stay ahead in the agentic era.“The shape of internet traffic continues to change at lightning pace, transforming discovery and challenging brand experience,” Eric continued. “Agentic intelligence allows marketers to unlock the power and the potential of precision marketing techniques – like programmatic ABM – at scale, and to ensure experiences are context-aware, personal, and relevant across every channel so you can reach every customer where they live today: in the summaries and social feeds that are rapidly replacing search and click.”<h3 id="a-“go-to”-voice-for-ai-">A “go-to” voice for AI </h3>Paul Roetzer is known across industries for his luminary thinking and real-world perspective on AI, but his entrepreneurial journey began well before the current generative and agentic boom. After graduating from Ohio University’s E.W. Scripps School of Journalism, he founded PR 20/20, <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/hubspot">HubSpot’s</a> first partner agency. After establishing it as a pioneering force in the digital marketing space, he sold it in 2021.Roetzer’s blended foundation as both an agency innovator and AI educator has given him a practical, story-driven approach. He’s put this to work helping professionals and leaders reimagine business models, reinvent industries, and rethink what's possible as AI continues to transform the market. In addition to his business developments, Roetzer is also the co-author of <a target="_blank" rel="noopener noreferrer" href="https://www.amazon.com/Marketing-Artificial-Intelligence-Future-Business/dp/1637740794">Marketing Artificial Intelligence: AI, Marketing and the Future of Business,</a> and the host of <a target="_blank" rel="noopener noreferrer" href="https://www.marketingaiinstitute.com/podcast-showcase/">The Artificial Intelligence Show podcast</a>. He's a recent episode for your consideration: <figure class="media"><div data-oembed-url="https://www.youtube.com/watch?v=SUAuB5g_oCw"><div style="position:relative;padding-bottom:100%;height:0;padding-bottom:56.2493%"><iframe src="https://www.youtube.com/embed/SUAuB5g_oCw" style="position:absolute;width:100%;height:100%;top:0;left:0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe></div></div></figure> In addition to digital content, Roetzer is also behind the renowned <a target="_blank" rel="noopener noreferrer" href="https://www.marketingaiinstitute.com/events/marketing-artificial-intelligence-conference">Marketing AI Conference (MAICON),</a> which will be held in October of this year. His free monthly “Intro to AI” class has also drawn more than 40,000 registrants.As a speaker, Roetzer is focused on making AI approachable and actionable for marketers and business leaders. He has consulted with hundreds of organizations, from startups to Fortune 500 companies, and has become one of the foremost authorities on the shape and direction of AI.<h3 id="loading-the-bases-with-top-tier-industry-speakers">Loading the bases with top-tier industry speakers</h3>As mentioned, Roetzer joins keynote speaker Jesse Cole, founder of the Savannah Bananas, whose fans-first philosophy has redefined loyalty and engagement. Together, they embody Symposium’s theme: bold voices and practical innovation to help marketers thrive in a new era of speed, scale, and human-centered experience.“Marketers are facing a wave of change from the collapse of traditional search to the rise of AI agents and intelligent discovery,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/michellebb/">Michelle Boockoff-Bajdek,</a> Chief Marketing Officer at Sitecore. “Paul brings clarity and urgency to this shift. He’ll help marketers move from theory to action and show what it really takes to stay visible and relevant in this new era.”Symposium 2025 is the place where marketing leaders connect, learn, and prepare for the future of digital experience. Register today at <a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">symposium.sitecore.com</a> and join the conversation on LinkedIn and X with #SitecoreSYM. <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>

Sitecore Taps AI Strategist Paul Roetzer for Keynote at Symposium 2025

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Is ‘evidence-based creativity’ the must-have marketing skill for the age of AI? Contentful’s research says yes

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