Adobe Summit 2026

Summit 2026 CX Enterprise launch hero

• Clean narrative for C-suite — Single agentic umbrella simplifies selling into CMO/CIO strategy conversations vs. fragmented Experience Cloud pitch.
• Forces a platform re-baseline — Every legacy client gets a reason to re-open the architecture conversation; VILT can lead roadmap workshops.
• MCP-first positioning — Adobe now publicly commits to open agent interop (AWS, Anthropic, Google, Microsoft, NVIDIA, OpenAI), reducing lock-in objections.

CX Enterprise Coworker keynote reveal

• Net-new deal category — "Coworker-class" tier opens a distinctly larger ARR conversation than single-purpose agents; VILT can anchor to goal-based SOWs.
• Regulated-industry story — NVIDIA OpenShell + Nemotron narrative unlocks FSI / healthcare / gov pitches previously blocked by governance objections.
• Goal → plan → execute loop — Implementation work is real: agent instruction design, KPI/signal mapping, human-in-the-loop gates, escalation policies.

Agent Orchestrator under CX Enterprise

• Foundation for custom agents — Customers can register and orchestrate their own agents alongside Adobe's; VILT sells design + build services on top.
• Centralized governance plane — One place to enforce who can do what across agents; a clean conversation with security/compliance stakeholders.
• A2A / MCP interop — Plugs into partner agent ecosystems instead of replacing them; eases multi-vendor enterprise realities.

Brand Intelligence on-brand campaign demo

• Turns brand guidelines into a living system — Moves from static PDFs to an evolving model; opens brand-ops service lines (signal curation, reviewer training).
• Grounds every agent on-brand — Reduces hallucination risk that blocks enterprise GenAI adoption; strong answer to legal/brand objections.
• Natural fit with GenStudio, AEM, Commerce — Every content-producing surface can pull from the same brand model; cross-product leverage.

Engagement Intelligence — CLV decisioning

• CLV framing resonates with CFOs — Moves decisioning conversation from CTR to value per customer; easier to justify platform spend.
• Complements Journey Optimizer — JO picks the send; Engagement Intelligence picks the what and to whom. Cross-product discovery work for VILT.
• Feeds Coworker goal loops — Becomes the KPI telemetry for Coworker, enabling closed-loop optimization engagements.

Marketing Agent across Copilot, Claude, ChatGPT, Gemini

• Unblocks "we standardized on Copilot" objections — Marketing Agent now lives where the user is; a direct answer to every "why switch tools" pushback.
• Simple demo, high perceived value — "Ask Copilot for last week's campaign results" lands in a first call; fast path to discovery.
• Drives AEP consumption — Every query lights up AEP profile / CJA lookups, expanding data footprint clients will need configured.

Skills + Developer Tools under CX Enterprise

• Concrete partner / developer surface — Gives VILT a productized place to ship reusable skills for clients and for the marketplace.
• Accelerates POC velocity — Starting from pre-built skills cuts agent build time from weeks to days; compresses sell-build-show loop.
• Marketplace play — First-mover VILT skills (e.g., insurance-specific journey orchestration) become referenceable IP.

Ten+ agents graduate to GA on credits

• GA = procurement ready — These are now buyable today, not vaporware; unlocks real pipeline conversations.
• Broad entitlement base — 1,770+ customers already entitled; large installed base for expansion + upsell plays.
• Each agent is a discovery hook — Any one of the 10+ becomes an "on-ramp" POC; VILT packages a standard 30-day demo kit per agent.

Shantanu + Jensen fireside — 3D twin + OpenShell

• Opens regulated-industry doors — OpenShell + on-prem / sovereign compute answers long-standing objections for FSI/health/gov agentic AI adoption.
• 3D twin → commerce/PDP flywheel — Couples to Agentic Commerce PDP enrichment; rich 3D assets become automatically consumable by shopping agents.
• Jensen stage moment — Summit keynote co-presence signals tier-1 partnership; clients will ask about it in every call through Q3.

RT-CDP moves data — and now unstructured signals — into action

• Unlocks voice-of-customer at decisioning time — Call transcripts and chat logs now influence next-best-action in real time; a genuinely new capability class.
• Net-new ingestion + vector-ops services — Embedding pipelines, chunk strategy, retention/governance; all billable VILT work.
• Strengthens Coworker + Engagement Intelligence — More signal → better agent decisions; sells the full agentic stack.

Universal + Agency + Media Network clean-room SKUs

• Kills the license-friction objection — Inviting a partner no longer requires them to buy Adobe; massively expands the addressable clean-room use-case pool.
• Agency SKU opens a distinct buyer — Agencies are now direct buyers of a CDP SKU; changes the sales motion and opens new logos.
• Publicis / COREid integration is a reference — Concrete named partnership de-risks the story.

AEP — connected experiences across data platforms

• Kills the "AEP is another data silo" objection — Data-platform teams love zero-copy; unlocks AEP deals previously blocked by CDO pushback.
• Architect-level selling point — Clean narrative for IT: leave data where it is, operationalize via AEP.
• Databricks MCP is net-new — Genie MCP → Agent Orchestrator enables agents that reason over warehouse data live; a differentiated demo.

Marketo events → real-time actions across the stack

• Kills the "Marketo is batch" criticism — A long-standing complaint from RevOps is now answered; unlocks real-time B2B journeys.
• Multiple downstream consumers — Webhooks, AEP, AJO, Amazon EventBridge are all called out as targets; broad architecture value.
• Reduces polling/API-strain patterns — Customers previously polled Marketo APIs; streaming replaces that and removes an operational headache.

Adobe's "Context Layer" model for Agentic DAM

• DAM evaluation reset — Adobe's five "agentic DAM" criteria (multi-source, reasoning, dynamic metadata, agentic workflows, MarTech fan-out) become a ready-made RFP teardown for competing DAMs.
• New migration scopes — "DAM comes to you" integrations (into Office, Slack, authoring tools) open fresh integration engagements beyond the core AEM console.
• Content supply chain leverage — Pairs with GenStudio + Firefly for creative-ops clients who already buy from VILT.

Adobe Brand Visibility solution hero imagery

• Credit-based, same entitlement — Part of the "10+ agents GA" package; customers already entitled get immediate access without new SKU negotiations.
• Governance story sells to legal/brand — Brand Governance Agent is a concrete answer for the compliance stakeholders who usually block AI rollouts.
• Edge Delivery pull-through — Brand Experience Agent's legacy-modernization skill is a natural door-opener for EDS migration engagements.

Context, metadata, and insights layers powering agentic AEM

• Architecture-level selling point — Unlike a single agent, the context layer is the integration surface. Architects and enterprise architects engage here; services work is durable.
• Multi-tenant + multi-brand ready — Permissions and brand-truth modeling map cleanly to large enterprises with federated brand teams (financial services, CPG).
• Foundation for LLM Apps + Brand Concierge — Anything Adobe ships on the agent side depends on this layer. Early advisory work here compounds.

Brand Visibility framing for LLM surfaces

• Addresses the declining-organic-traffic panic — Adobe cites 50% organic decline by 2028; this is the board-level talking point, and VILT gets to lead the conversation.
• Natural upsell with LLM Optimizer — Customers already piloting LLM Optimizer have an obvious "what do we put on those surfaces?" question LLM Apps answers.
• New POC category — Greenfield advisory scope: which brand experiences fit LLM surfaces, what interaction patterns, measurement strategy.

Brand Visibility umbrella covering AEM Forms

• Compresses form-build timelines — Prompt-to-form replaces multi-day authoring for common lead-gen templates.
• Direct RT-CDP wiring — Form submissions flow to AEP profiles out-of-the-box, which is what B2B customers keep asking VILT to custom-build.
• Shared agent architecture with Sites — Per the AEM Forms blog, the "Brand Experience Agent" itself handles a forms creation job — same agent, new skill. Consistent authoring story for clients.

IBM metrics — 20%/50%/25% improvements on AEM Guides

• Proof-point quality — IBM's scale and metrics are a credible reference for any tech-doc customer evaluating Guides vs. MadCap / Paligo / custom DITA CCMS.
• Agentic adjacency story — Guides feeds the AEM context layer with structured DITA — clean input for RAG and future agents on support and self-service.
• Migration-practice fit — Custom DITA-type consolidation, conversion pipelines, Word template design — exactly the services VILT can deliver or broker.

AJO Loyalty within CX Enterprise Coworker framing

• No loyalty-platform rip-and-replace — Integrates with existing engines (Salesforce, custom, etc.). Big objection remover for customers who just spent $$ on a loyalty ledger.
• New SKU, new deal size — Net-new packaging creates a quota line VILT can sell against, not just implementation hours on an existing product.
• Gamification is implementation-heavy — Challenger Builder setup, signal mapping, reward-rule modeling are all services scopes.

AJO with AI-assisted journey design (Interbank)

• Already shipped — Unlike many Summit announcements, this has production release notes dating to Jan 2026. Customers can actually adopt.
• Smart Campaign + Marketo bridge — Callable-agent pattern lets B2B customers chain Marketo Smart Campaigns into AJO Journey Agent skills — a real integration story.
• Lowers journey-design barrier — NL interface reduces the skill gate on AJO, expanding user base without extra licence.

Autonomous agent workflows inside CX Enterprise

• Shift-left on journey failures — Catches profile-discard and custom-action errors before a CX Ops analyst files a ticket. Strong ops-maturity story.
• Headless pattern is composable — Workflows can trigger beyond AJO (webhooks, callable skills). Foundation for broader automation engagements.
• Observability scope — Adds a discrete MSP/managed-ops service offering VILT can productize.

MCP surfaces for Journey Optimizer

• Agent-to-agent narrative unlocks — Customers who want Copilot or Claude to operate on AJO data now have a supported path, not custom REST glue.
• Open standards — MCP + A2A adoption reduces lock-in fear in procurement.
• New POC category — "Hook Copilot to AJO" is a concrete, scoped engagement for any enterprise with Microsoft 365 footprint.

AJO journey authoring canvas — representative B2B context

• Clear maturity path to sell — Marketo Engage → AJO B2B Prime → AJO B2B Ultimate (with RT-CDP B2B). Each step is a VILT engagement; upgrade velocity is real revenue.
• Prime removes the AEP B2B gate — Marketo customers can now buy AJO B2B without a full RT-CDP B2B project first. Shorter time-to-value, broader addressable base.
• Sales Qualifier is concrete sales-team value — Agentic BDR mode is a demo that lands with revenue ops stakeholders, not just marketing.

Chat panel as primary authoring surface in Marketo Engage

• Onboarding delta collapses — Net-new Marketo admins stop needing 6–8 weeks of classroom time to be useful; agent-grounded AI assistant cites Adobe docs inline.
• Smart-list audit velocity — Validation flows that used to require a senior MOPs consultant now surface misconfigured filters in seconds, good for managed-services QA rhythms.
• Chat-first matches CX Enterprise pattern — Same mental model customers already see in AEM and Commerce; reduces training spread across stack.

Marketo MCP surface — external agents operate on Marketo instance

• Unblocks "one chat, multiple tools" clients — Customers already standardized on Copilot or Claude Enterprise can reach Marketo without bespoke connectors; a real differentiator versus HubSpot/Salesforce MCP maturity.
• New integration surface for VILT — MCP skill packaging (auth scopes, tool definitions, red-team testing) is a net-new workstream; fits security-conscious enterprises.
• Reduces point-to-point ETL demand — Agents pull data on demand; fewer "sync Marketo to X" projects over time.

New drag-and-drop email designer with modular content blocks

• Kills the "we use SFMC for email because Marketo's editor is ugly" objection — Specifically undermines Salesforce Marketing Cloud's last strong foothold in mixed-vendor B2B shops.
• Dark Mode Preview + Spam Detection built in — Replaces Litmus/Email on Acid for many mid-market clients; cost story lands well.
• Image-to-HTML converter — Designer hands a PNG, Marketo produces editable modular email; meaningful velocity for content teams without dedicated coders.

Sales Qualifier — BDR-facing AI lead prioritization surface

• Replaces a category of purchased tooling — Qualified, 6sense tier-2 scoring, and manual BDR triage lists become partly redundant. Cost-displacement argument is strong.
• Custom workflow mode — Not a black-box scorer; revenue ops can encode their ICP logic and iterate, which is critical for enterprise trust.
• Packaged inside Marketo + AJO B2B — No separate integration project, unlike most AI scoring tools.

Marketo Data Streams event flow — emit, manage, deliver

• Kills the API-quota ceiling — Enterprise Marketo clients spend real SOW hours optimizing API usage; data streams eliminate the problem class.
• Unlocks AJO real-time triggers from Marketo events — Form fill in Marketo triggers a journey in AJO within seconds, not 15-minute batch windows. Architect-level sell.
• Cleaner warehouse feeds — Stream to Snowflake/BigQuery/Databricks via AEP zero-copy cuts ETL maintenance; pair with the AEP zero-copy slide.

Brand Concierge conversational shopping UX inside Adobe Commerce

• No integration project required — Brand Concierge historically meant an AEM/GenStudio/Commerce stitch; native in Commerce removes that work and lands faster.
• Brand-governed — Draws on product catalog, rules, and approved content; not a generic GPT wrapper. Compliance/legal conversations are shorter.
• Shares a surface with agents — Same conversational pattern human shoppers use is exposed to external agents through the Storefront MCP (next slide), so merchants build once.

Adobe Commerce powers both human-driven and agentic commerce

• First-mover on agent protocols — Adobe is shipping Universal Cart and ACP support before most competitors have a position. Useful narrative against Shopify/BigCommerce in RFPs.
• Click-to-deploy PDP Enrichment — No frontend refactor; invisible to human shoppers. Low-risk enablement.
• Auto-rewrite at catalog scale — Catalog AI Enrichment handles the 50k-SKU problem in a week instead of a content-team quarter.

App Builder hosts MCP servers that bridge LLMs to Commerce

• Developer-loved — Standard MCP tool surface cuts integration hours 40–70% versus hand-rolled REST orchestration.
• LLM/IDE-agnostic — Works with Claude, Copilot, Gemini, and client-built agents. No vendor lock on the agent side.
• Foundation for Brand Concierge and external agents — Same interface, two consumers; reduces surface area.

Adobe Commerce Developer Agent — AI-guided architecture and migration

• Discovery collapses from weeks to days — Migration Assessment Agent produces the artifacts VILT discovery teams currently hand-build over 3–6 weeks.
• Code generation inside App Builder sandbox — Isolated containers, encrypted credentials; safe to ship to enterprise clients without bespoke DevOps scaffolding.
• Incremental data migration — Replaces one-shot cutover pattern with near-real-time sync; customers love lower cutover risk.

B2B drop-ins — Company Accounts, Negotiable Quotes, Requisition Lists

• Dated GA — April 26, 2026 for the Starter Theme is a rare firm date from Adobe; enables immediate pilot scoping.
• Frontend-agnostic drop-ins — Work with React, Vue, or Edge Delivery; no full-site rebuild required to add a B2B capability.
• Cuts B2B storefront build from quarters to weeks — Company Accounts and Negotiable Quotes were historically 6–12 week custom builds; now drop-in configuration.

Agents as assignable resources inside Workfront project plans

• "Agents as assignable resources" is the headline — Fundamental shift; no other major PM tool exposes agents as timeline-capable resources with defined instructions.
• Templated project creation from NL — PMO standardization becomes easier; every new campaign brief lands on the approved template automatically.
• Built-in review/approval automation — The agent can resolve issues or perform reviews within scoped permissions; eliminates a class of coordination tasks.

Collaboration agents — cross-team brief creation and orchestration

• Closes the Workfront ↔ GenStudio loop — Historical pain point; briefs now flow from intake through creative production without manual re-typing.
• Agency alignment angle — Pairs with GenStudio Agency System of Record; external partners see the same brief context.
• Creative production velocity — Cuts the "brief to first concepts" cycle meaningfully; clients report this as a top pain today.

CX Enterprise Coworker hero with unified intelligence layer.

• Unified metrics across journeys + content + data — single semantic model removes the endless stitching work between Analytics, CJA, and Content Analytics that clients currently pay services to glue.
• LLM surface coverage built in — measures traffic arriving from ChatGPT/Gemini/Perplexity natively; customers no longer need to build bespoke taggers to see "invisible journey" traffic.
• Feeds the Coworker decisioning loop — the same insights layer powers CX Enterprise Coworker's next-best-action recommendations, creating a coherent story for clients already evaluating Adobe's agentic stack.

GenStudio PM dashboard — destination for refreshed insights.

• Direct pipeline into GenStudio PM — performance data now feeds creative-production decisions without middleware. Eliminates the "where does the data live" arguments common in joint Analytics + GenStudio deployments.
• Omnichannel includes the new channels — ChatGPT Ads and CTV performance roll up the same way as display/social, so clients don't need channel-specific reporting silos.
• Shortens GenStudio PM time-to-value — customers buying GenStudio PM today get insight surface turned on as part of the stack rather than as a separate CJA implementation.

CJA reference workspace for AI-search referral analysis.

• Closes a board-level blind spot — CMOs are asking "how much traffic comes from ChatGPT?" and most customers have zero visibility. Reference build ships answer today without waiting for CX Analytics GA.
• Pure-play CJA implementation — no new SKU; extends what customers already own. Pure services engagement.
• Bridges to CX Analytics — the taxonomy and referrer parsing work done here will carry forward when LLM conversation insights GA in CX Analytics.

GenStudio atomizes long-form content into channel variants.

• Eliminates a real bottleneck — content atomization is where content-marketing teams drown. Automated fan-out plus performance attribution is a credible 10x productivity play.
• Tied to Brand Intelligence — output respects the same brand SLMs as the rest of GenStudio, so atomized outputs don't go off-brand the way generic LLM atomization does.
• Natural upsell to Performance Marketing — once content teams atomize here, activating via GenStudio PM is a small lift.

GenStudio PM unified omnichannel insights dashboard.

• Omnichannel dashboard finally unified — creative tagging is automatic; performance rolls up across paid social, display, ChatGPT Ads, and CTV in one view. Real differentiation vs. point-solution competitors.
• First-mover on ChatGPT Ads — direct publishing into OpenAI's ad surface is table-stakes for 2026 campaigns; Adobe is the first martech stack to ship it.
• CTV inside a content supply chain — no separate CTV tooling needed for creative assembly; brands running Roku/Samsung/Netflix-ad deals can push from the same pipeline.

GenStudio surface — Commerce Media ad assembly UI shares the frame.

• Expands TAM dramatically — retailers operating media networks (Kroger, Walmart Connect, Target Roundel pattern) suddenly have a packaged ad-creation stack instead of custom platforms. Implementation-partner pipeline.
• Co-brand compliance is genuinely hard — the brand-intelligence-driven compliance layer addresses an actual RMN pain (dual approval workflows between retailer + advertiser). Differentiation vs. pure creative tools.
• SDK embed model — retailers can white-label into their own seller portals. Opens integration engagements well beyond a vanilla GenStudio install.

Brief Canvas synthesizing inputs and performance data.

• Brief-to-delivery in one surface — eliminates the handoff between strategy, creative, and production that clients complain about. Closest thing Adobe has to an agency-replacement workflow.
• Performance data grounds the brief — AI brief generation is informed by actual campaign outcomes, not vibes. Reduces "brief debt" drift that plagues creative ops.
• Agent assembles the stack — creative technologists don't hand-wire each step; production agent handles orchestration across Firefly, AEM Assets, Workfront.

Agency System of Record — shared context across internal + external teams.

• Solves a real pain for in-house creative leaders — context loss at agency handoffs is a top-3 complaint. A shared SoR with governance baked in is credible.
• Opens agency-to-enterprise motion — agencies onboarding clients can plug directly into the brand corpus, shortening kickoff from weeks to days.
• Natural companion to Workfront + Brand Intelligence — acts as the shared context plane; upsells both.

Firefly AI Assistant orchestrates tasks across Creative Cloud apps.

• Outcome-first creative UX — creators describe the result; the assistant handles app-switching and step sequencing. Net reduction in training hours for new creatives.
• Frame.io feedback loop — automatic application of review comments is a genuine productivity unlock for high-volume creative ops.
• Cross-app orchestration on CC native stack — no custom middleware needed to move assets between Photoshop/Premiere/Lightroom workflows.

Workflow Builder composes reusable Firefly production pipelines.

• First-class creative technologist tooling — replaces the "hand-rolled Node scripts wired to Firefly APIs" pattern many enterprises are doing today. Faster TTM for production workflows.
• Batch scale for activation — approved-asset fan-out (localization, resize, variant generation) is the productivity line. Aligns tightly with GenStudio activation.
• Composable + reusable — workflows are versioned and shareable across teams, solving the one-off-script problem.

Firefly as a hub for 30+ third-party creative AI models.

• Single commercial surface across best-of-breed models — customers stop procuring/metering each model vendor independently.
• IP-safe governance — Adobe's commercial-use assurances extend across hosted models in contractual scope; reduces legal review drag vs. raw API access.
• Model-selection governance becomes a service line — which model for which job, cost-per-output, brand fidelity scoring.

Summit 2026 stage — Sneaks research showcase.

• Directional signal on Adobe roadmap — Sneaks reliably previews where agentic/creative AI is heading; useful for anchoring 12-24 month client planning.
• Concrete customer talking points — "Adobe is working on X" is useful in strategic conversations, even with no ship date.
• Face Off winner hints at next year's GenStudio — pre-launch creative simulation is the logical next step after automated tagging/optimization.