Marketers Can Run Campaigns From AI Assistants
Marketing teams using Adobe software can plan and track campaigns inside ChatGPT, Claude and Gemini without switching tools.
Updated on Nov. 4, 2026 in Advertising
Adobe made its CX Enterprise Coworker agent available inside ChatGPT, Claude, Gemini, Copilot and Databricks Genie, letting marketers run customer experience work from those AI tools. For advertising and marketing operators, it means campaign planning and data pulls can now start in general-purpose AI assistants rather than Adobe's own interface.
Why it matters
The move reflects a push to make enterprise marketing software reachable through the AI assistants businesses already use, using open standards (MCP and A2A) so the agent can work across several systems at once. For operators, that shifts where campaign decisions are made and how easily tools from different vendors can be connected.
Adobe reports more than 20,000 brands use its software, the installed base the agent is designed to serve. The source does not give usage, adoption, or performance figures for CX Enterprise Coworker itself.
The players
Adobe
Adobe is a major software company whose marketing and creative tools are used by more than 20,000 brands, and it sells enterprise marketing platforms to large advertisers.
Accenture
Accenture is a global consulting and systems integration firm that helps large companies deploy enterprise technology and AI tools.
Deloitte Digital
Deloitte Digital is the digital consulting arm of Deloitte, a major professional services firm that advises businesses on technology and marketing transformation.
IBM
IBM is a large enterprise technology company that sells software, consulting and AI services to corporate clients worldwide.
PwC
PwC is a multinational professional services network that provides audit, consulting and technology advisory services to large businesses.
The details
CX Enterprise Coworker plans and runs customer experience work across Adobe's marketing software, with campaign results and trends tracked and audiences forecast, while running under human oversight. Through MCP connectors, marketers can pull data and take actions across several systems, including Amazon Ads, Demandbase, Meta campaigns and Snowflake, with a single request. Accenture, Deloitte Digital, EY, IBM and PwC are building industry-specific versions of the agent.
Timeline
June: Adobe made CX Enterprise Coworker generally available.
August: Adobe put its creative tools inside ChatGPT.
November 4, 2026: Adobe announced CX Enterprise Coworker availability in AI tools.
Market Landscape
Adobe's approach follows the Model Context Protocol, an open standard that lets AI assistants connect to outside business systems rather than requiring a separate vendor app. The result is an effort to make marketing software usable from the AI tools businesses already run, with other enterprise vendors such as Snowflake and Amazon also named as expected to follow.
Marketing teams that rely on Adobe software should evaluate whether campaign planning and data work can move into the AI assistants their staff already use, and review how connectors to ad platforms such as Amazon Ads and Meta affect their workflow. Procurement and IT should check which data systems are exposed through these connectors before enabling them.
The takeaway
Advertising operators should treat AI assistants as a new entry point for enterprise marketing software and begin mapping which of their campaign data systems would be reachable through MCP connectors. Track whether partner versions from consulting firms such as Accenture and IBM reach production use in the next quarters, as that will signal how fast this model spreads.
Further reading
For broader context on how brands buy and run campaigns, see the Advertising section.
