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Every DXP is now an agent platform. Is your estate ready?

29 September 2026

By: Paul Stephen, CGO

Categories: Experience Platforms & Operations, Optimizely, Salesforce, Sitecore, Strategy & Consulting

In the space of a few months, the platforms most enterprise brands run their digital estates on stopped calling themselves digital experience platforms.

Contentstack became an “agentic experience platform” in June. Optimizely retired the DXP label at Opticon on 1 September and now calls itself “the AI platform for marketing”. Acquia repositioned as an agentic content platform on 14 September. Sitecore got there first, launching SitecoreAI last November with 20 agents in its Agentic Studio.

Salesforce finished buying Contentful on 1 September. It started switching Agentforce on by default in eligible orgs that same week. A fortnight later, at Dreamforce, it announced AIforce, a layer that brings Salesforce data and workflows into Claude, Slack and other AI tools. (We covered what that means for Salesforce customers here: Salesforce just turned the agents on.)

That is a lot of new names. For anyone who owns a digital estate, the real question is what it changes about the platforms you already pay for.

The product underneath has not changed. Your exposure has.

Take away the branding and these are largely the platforms you bought. What has changed is the pitch. Vendors are now selling agents that act on your content and customer data, not just tools that store and publish them.

That matters for one reason. An agent works with whatever it can see. If your content is duplicated across three systems, your customer records disagree with each other and nobody owns the integration between web and CRM, an agent will not fix any of that. It will act on it, faster and at greater volume.

The vendors say the same thing in their own words. CMSWire’s summary of the rebrands is that every one of them argues agents are unreliable without governed content and customer context to ground them. Contentstack put it more bluntly: agents without governance are just expensive guesses.

The early evidence points the same way. At Opticon, KPMG Americas described 22 custom agents and 4,278 agent executions in 90 days on Optimizely. Building the agents was not the hard part. Running them at that volume collided with the team’s capacity to review the work. Forrester’s Joe Cicman has described agentic tools as “a forcing function on the operating model”, and says adoption, not innovation, is now the market’s real bottleneck.

Why the estate question comes first

Most enterprise estates were not designed. They built up over time. A platform was bought for a relaunch, a CRM was added for sales, a search tool came with an agency, and a personalisation module was licensed and never switched on. Each made sense at the time. Together they rarely add up to a number anyone can defend.

The licence cost is easy to find. The return is not. That gap becomes a real problem when a vendor rebrands, reprices or starts bundling agent features into your next renewal. You are being asked to decide the future of a stack you have not fully measured.

I set out ten signs of this in August: capability you pay for but do not use, content that takes too many hands to publish, data split across systems, AI pilots that do not change daily work. The point was that the visible symptom is rarely where the cause sits. A slow campaign looks like a platform problem, but it is often a process or ownership problem.

If this sounds like your estate: our Digital Estate Diagnostic is a fixed-price, three-week review of Sitecore, Optimizely, Contentful, Salesforce and Dynamics estates. It ends with a score and a roadmap your board can act on.

Five questions to answer before your next renewal

You do not need a transformation programme to get started. You need honest answers to five questions.

  1. What do we actually run, and what does each part cost? Every platform, integration, licence and support contract in one view, with a named owner for each.
  2. What are we paying for but not using? Personalisation, experimentation, DAM and search modules are the usual suspects.
  3. Where does our customer data disagree with itself? If web, CRM and commerce hold different versions of the same customer, any agent built on top will inherit the argument.
  4. Who is allowed to approve what an agent does? If the answer is “the same people who approve content today”, you have found your next bottleneck.
  5. What would we stop doing? Most roadmaps are lists of things to add. The best ones also say what to switch off.

If you can answer all five with evidence, you can judge SitecoreAI, Optimizely’s agent platform or Agentforce on your own terms. If you cannot, that is the work to do first, and it is cheaper before the renewal than after.

The label is the least interesting part

Whether we still call it a DXP matters far less than whether the estate underneath is ready for software that acts on its own. The vendors have made their bet. The organisations that benefit will be the ones that know what they own, what it costs and what it returns before they switch the agents on.

Want an independent answer for your estate? The Digital Estate Diagnostic scores your estate across platform, data, process, people and operating model, and gives you a prioritised roadmap, in three weeks for a fixed fee from £18,000. Tell us what you are running and we will say honestly whether you need it.

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