Find opportunities for automation
The Context Graph surfaces and quantifies where automation can pay off.
Everything your team knows, structured for AI.
Without organizational context, AI does guesswork. The Context Graph grounds it in truth.
How DoorDash transformed their accounting org and bent the cost curve
Most of how work actually happens never gets written down. It lives in people's heads, in Slack threads, in the judgment calls made mid-meeting and never logged. That's the context AI needs—a source of truth to power transformation.
Your Company Brain. Context for every model and agent.
The work, decisions behind it, and unwritten rules that connect everything, structured for the very first time.
Go beyond surface-level understanding.
Capture the real sequence of how work moves across your organization—the handoffs, decision points, and judgment calls that no system of record has ever seen.
Go beyond surface-level understanding.
Capture the real sequence of how work moves across your organization—the handoffs, decision points, and judgment calls that no system of record has ever seen.
Understand where value is created and where it isn't.
Surface the bottlenecks, redundancies, and process gaps that slow your organization down. The operational picture that grounds every AI recommendation in reality.
Build AI agents that actually work.
Your Company Brain is a context graph of people, processes, and systems—built to guide AI agents toward real value.
Captured by AI. Connected by MCP.
Access the Context Graph from your AI platform of choice. Within’s MCP connects with ChatGPT, Claude, Gemini, and more.
Observing now
“Approved — ship it”
Companion
22,614 observations
Company Brain
3,182 connected processes
Within MCP
Where can we take 15% of cost out?
What should agents take over first?
Help me plan our 12-month AI roadmap
Major AI platforms
Surfacing human work for every agent.
Within’s Company Brain powers every agent with the same operational context, no matter how your organization scales. No siloed knowledge. No conflicting information. One source of truth that every agent in your stack can trust.
Design & deploy agents
Design new agents automatically and deploy them without months of configuration.
Redesign processes
Confidently redesign entire processes—more effective ways for people to work—with full context.
Powering AI Transformation from Within.
See how the world's most ambitious enterprises transform from Within.
The stories behind some of the largest AI roll-outs
“We didn't just want to automate what we knew from the past. We wanted to automate new ways of doing things. AI processes data through a different lens, surfacing patterns that no manual effort could. Combined with the human, it solves problems better and faster.”
Michael Park
SVP Global Partnerships and Channels
Built to map work, not track workers.
User-controlled, anonymized, and reviewed. Within earns trust from people who use it and the organizations that deploy it.
Frequently asked questions
The Company Brain is a context graph of how work actually happens — how people make decisions, gather approvals, hand off work, and how long each step takes. It contains the workflows, decisions, expertise, and patterns that exist inside your organization but have never been systematically recorded. Unlike a knowledge base or process document, the Company Brain is dynamic: it updates continuously as work happens, so it always reflects how things are actually done, not how they were documented — and it's the foundation enterprises need to deploy AI that acts with judgment, not guesswork.
