Deep Dive
Roadmap Details.
What was announced, what's GA now, what's coming soon — broken down by product area.
GA Now
EDS Hybrid Delivery
AEM Sites and Edge Delivery Services pages now co-exist on the same domain with the same CDN. Teams can migrate incrementally — not all at once — routing some paths to EDS while others stay on AEM Sites. This removes the biggest architectural barrier to EDS adoption.
GA Now
Modern Authoring Modes
Adobe now supports multiple modern authoring modes for AEM: Universal Editor for in-context WYSIWYG editing, and document-based authoring for teams working in Word/SharePoint or Google Docs workflows. The strategic direction is increased flexibility — giving content teams the authoring experience that fits their workflow, rather than a one-size-fits-all approach.
Coming 2026
Agentic Authoring Layer
AI agents embedded in the authoring workflow — generating content variations, suggesting personalization, and automatically tagging assets based on content context. The authoring interface becomes an AI-assisted workspace, not just an editing tool.
Emerging Direction
Vibe Coding — AI-Assisted EDS Development
Summit showcased an emerging developer workflow pattern where AI coding agents assist in building, styling, and customizing EDS blocks. Demonstrated at Summit as an architectural direction for accelerating EDS development — reducing the engineering effort required to build and iterate on EDS experiences. Watch for productized tooling to follow this directional announcement.
GA Now
Cloud-Native Performance Architecture
AEM CS with EDS is architected to achieve strong Lighthouse performance scores by default, not by optimization effort. The platform runs on cloud-native managed infrastructure with autoscaling and lower operational overhead — reducing the engineering burden required to maintain performance at scale.
Preview
Content Fragments + EDS Composability
Structured content fragments from AEM Assets can now be delivered via EDS, combining the governance and editorial workflow of AEM with the performance delivery of Edge Delivery. Headless and edge delivery converge in a single model.
Relevant to your initiative: The hybrid delivery model directly answers the "we can't afford a big bang migration" concern. Start migrating new pages and campaigns to EDS while your existing AEM Sites content stays exactly where it is. Your engineering team can evaluate EDS on real workloads without disrupting production.
Relevant to your initiative: Session S321 with Cedric Huesler maps exactly to an on-prem migration decision. He addresses hybrid delivery, what the agentic layer looks like on top of EDS, and how teams at this stage should think about the transition. Watch this with your platform architects before your next internal strategy session.
Relevant to your initiative: Summit strengthened the M2C value story considerably. Most of Adobe's newest AEM AI and optimization innovation — Sites Optimizer, LLM Optimizer, Agent Orchestrator — is landing first in AEM as a Cloud Service. The platform you're already moving to is where Adobe's AI investment is most concentrated.
Relevant to your initiative: The AEM Sites CS + EDS configuration is exactly the architecture Cedric described as the forward standard. The EDS performance layer combined with Extended Security for Healthcare is the right combination for a large global market footprint.
Relevant to your initiative: EDS performance improvements directly impact device-page experiences for patients and HCPs. Note the HIPAA split-programme requirement — EDS itself isn't HIPAA-ready at launch, but your Adobe team has a compliant architecture path ready.
GA Now
Intelligent Approvals & AI Routing
AI-powered approval routing learns from historical patterns to predict bottlenecks and route requests to the right reviewers automatically. Reduces average approval cycle time and eliminates the manual triage overhead that slows content supply chains.
GA Now
Workfront Planning — Campaign Orchestration
A strategic planning layer above Workfront's task management. Teams can plan campaigns, allocate resources, and map delivery timelines with a high-level view — then Workfront execution tracks the work underneath. Designed for enterprise marketing operations with multiple concurrent campaigns.
GA Now
Workfront Embedded in AEM Authoring
Workfront work management is now embedded into AEM authoring experiences, giving content teams visibility into tasks, approvals, and project status without leaving AEM. Broader content-fragment-centric workflows between the two platforms are continuing to mature — ask your Adobe team about the current integration scope relevant to your use case.
Coming 2026
Workflow Optimization Agent
A highlighted emerging capability previewed at Summit — an AI agent designed to analyze Workfront workflow patterns, identify recurring bottlenecks, and surface process improvement recommendations. Positioned as an upcoming addition to Workfront's AI capabilities; check with your Adobe team for current availability and rollout timing.
Coming 2026
Agentic Task Creation & Brief Generation
AI agents can generate creative briefs, populate project templates, and assign tasks based on natural language inputs. A campaign manager describes a need in a few sentences; Workfront builds the project structure, assigns the right team members, and sets realistic timelines automatically.
GA Now
Adobe Express Embedded in Workflow
Adobe Express is now embedded directly in AEM Assets Content Hub, with Workfront approval flows wrapped around it. Teams can remix and adapt approved assets from within Workfront-driven workflows — brand-safe, no Creative Cloud license required. Dramatically reduces the bottleneck of getting simple creative adaptations done at scale.
Relevant to your initiative: S801 is the must-watch session from Summit for this initiative. Every item above was addressed by Workfront product leadership. The Workflow Optimization Agent is the one to track specifically — it's designed for teams with deep Workfront maturity who want to move from reactive management to proactive optimization.
Relevant to your initiative: The Workflow Optimization Agent + Native AEM Integration combination directly addresses large agency ecosystem governance challenges. Assets flow from Workfront into AEM with metadata intact, and the agent surfaces the approvals that are creating cycle-time problems — the operational layer a Content Supply Chain strategy needs.
Relevant to your initiative: Native AEM Integration means your existing Workfront investment gets dramatically more powerful on AEM CS. Watch S909 ("Making Workfront and AEM Speak the Same Language") — it shows exactly how the metadata alignment and workflow handoff works in practice.
Relevant to your initiative: S909 is the right starting point — it's the integration foundation session that maps Workfront + AEM to omnichannel content production workflows. The Content Production Agent is the near-term AI story worth getting ahead of.
GA — In Market
Adobe LLM Optimizer
Adobe LLM Optimizer is already generally available and has been in market for several months. It ensures your content is accurately represented and cited by AI assistants (ChatGPT, Perplexity, Claude, Google AI Overviews) — structuring content with semantic markup, identifying what questions AI models are answering about your brand, flagging inaccurate AI-generated responses, and deploying fixes back to AEM. The product is GA, though some newly introduced optimization capabilities within it follow their own feature-level rollout stages.
GA Now
AEM Sites Optimizer — Auto-Identify
Continuously scans your live AEM-powered pages for Core Web Vitals issues, broken links, missing metadata, accessibility violations (WCAG), and SEO gaps. Findings surface in a unified dashboard with business-impact prioritization — not just raw audit data. Available now, AEM Cloud Service only.
GA Now
AEM Sites Optimizer — Auto-Suggest
Leverages models trained on AEM data and your content to propose solutions for the issues identified. Rather than telling you "your LCP score is low," it tells you which specific element to fix, how, and what business impact the fix will have. Marketers can act without waiting for a developer sprint.
GA Now
AEM Sites Optimizer — Auto-Optimize
Deploys approved fixes into AEM with one click — moving from insight to production with a full audit trail. The auto-optimize capability is available for AEM Sites Cloud Service; the scope of what can be automatically deployed may vary by capability and is continuing to expand. Check with your Adobe team for the current auto-optimize feature set relevant to your use case.
Coming 2026
LLM Optimizer — Cross-CMS Expansion
LLM Optimizer's auto-optimize capability will expand beyond AEM to support other CMS platforms. Currently AEM Sites CS is the primary integration; cross-CMS support is on the roadmap for later in 2026. Plan your architecture now for the native AEM version.
GA Now
Traffic & Conversion Intelligence
Sites Optimizer connects site performance metrics to business outcomes. Understand which pages are underperforming, where visitors are dropping off, and which content changes are most likely to drive engagement or conversion. Bridges the gap between engineering performance metrics and marketing business goals.
Relevant to your initiative: The Sites Optimizer + LLM Optimizer combination is the AI optimization layer that makes EDS migration tangibly valuable. There's a compelling demonstration showing a page going from 6% AI-visible to fully visible with LLM Optimizer applied — ask your Adobe team to walk through it.
Relevant to your initiative: LLM Optimizer is a patient safety tool for healthcare, not just an SEO play. Patients and HCPs are asking AI assistants about insulin pump therapy, CGM devices, and device support resources. LLM Optimizer gives you visibility into what AI models are saying about you — and the ability to correct it.
Relevant to your initiative: Sites Optimizer Ultimate adds the auto-optimize capability on top of the standard tier. For a large global market footprint, the difference between manually fixing each market's site issues and having Sites Optimizer deploy fixes automatically is measured in months of engineering time saved annually.
Relevant to your initiative: Sites Optimizer is currently available on AEM CS — the newest optimization capabilities are releasing there first. This session makes the value case concretely: continuous AI-driven optimization with significantly reduced manual intervention. A web team would typically spend weeks on the backlog of fixes this tool helps address automatically.
GA Now
Experience Platform Agent Orchestrator
The unified AI infrastructure layer that enables purpose-built agents across Adobe Experience Cloud to collaborate through a shared reasoning engine. Not a single AI tool — a coordination layer that lets agents across AEM, Workfront, RTCDP, AJO, CJA, and more work together on complex, multi-step tasks.
GA Now
Content Production Agent
Operates across AEM and Workfront to accelerate content creation — generating variations, adapting assets for different markets and channels, and routing work through approval workflows automatically. Trained on Adobe's content models and your brand guidelines.
GA Now
Site Optimization Agent
The AI agent behind AEM Sites Optimizer — continuously monitoring, identifying, and deploying improvements to your live AEM Cloud Service site. Operates autonomously within approved guardrails, escalating to human review only when changes exceed defined thresholds.
GA Now
LLM Optimization Agent
The AI agent behind LLM Optimizer — monitoring AI model outputs about your brand, identifying content gaps, and deploying structured markup updates to AEM to improve how AI assistants represent your products and services.
Coming 2026
Workflow Optimization Agent
Embedded in Workfront, this agent analyzes workflow patterns, identifies recurring bottlenecks, and recommends process improvements. Over time it learns the optimal routing and approval patterns for your organization and can proactively reconfigure workflows with human approval.
Preview
Customer Experience Models
Foundation AI models trained specifically on Adobe's customer experience data — optimized for content creation, personalization, and experience optimization tasks. These models underpin the agent capabilities and will be accessible to enterprise customers for custom fine-tuning later in 2026.
Relevant to your initiative: S602 — Agent Orchestrator Unpacked — is the session for this initiative. It provides the full architectural picture: how purpose-built agents across AEM, Workfront, and Experience Cloud coordinate through a unified reasoning engine. This is the platform-level AI story that explains how all of Adobe's pieces connect at enterprise scale.
Relevant to your initiative: The Agent Orchestrator tech deep-dive (S602) maps directly to an AI-centric platform strategy. The key framing: AEM is just one part of a coordinated Adobe AI ecosystem — and the Orchestrator is the layer that makes all of it work together without building custom integrations.
Relevant to your initiative: Agent Orchestrator at 1M credits/year gives your team access to the Content Production Agent and Site Optimization Agent out of the gate. For a large global market organization, these aren't nice-to-haves — they're the operational multiplier that makes content production at scale tractable.