Writer launches universal touchpoint for enterprise information and memory for AI

Writer is trying to do for enterprise AI what shared drives did for documents: make the useful stuff live somewhere everyone can reach it. The company today launched Enterprise Brain in early access, describing it as a governed universal context layer for company knowledge, branding and logic that stays consistent across teams and AI systems.

The big bet here is memory, but not the personal-assistant kind. Writer says most AI memory tools are built for one user at a time, trapped inside a single session. Enterprise Brain instead is meant to carry decisions, preferences, campaign details and other team knowledge across people and interfaces, so the work doesn’t reset every time someone opens a new chat.

Writer is pairing that with Agent Memory, a team-level memory layer aimed at keeping brand compliance and standardization in line. The company says its research team tuned the system around how work actually gets done, then checked it against public and internal benchmarks. Co-founder and chief executive May Habib argued that generic AI makes generic companies, and that the real edge sits in the messy details only revenue and marketing teams know.

The launch also includes Writer Meet, which connects with Zoom, Microsoft Teams and Google Meet, transcribes calls and turns meetings into context for automated actions. Users can also trigger actions from workspaces they already use, including Slack and Teams, while background conversations run alongside agents acting more like teammates. Writer is pitching the whole setup to Fortune 500 customers such as Mars Inc., The Clorox Co. and H&R Block Inc., with the promise that each campaign and deal makes the system smarter for the next one.