The company brain – How shared, current context makes AI useful and remakes knowledge work

AI agents are transforming software development, but most AI assistants still struggle with everyday knowledge work. The problem isn't the technology. It's the missing context. Critical knowledge is scattered across meetings, documents, systems and people's heads.

The company brain whitepaper explores how organizations can connect that knowledge, keep it current and make it accessible to people and AI agents alike – unlocking better decisions, less admin and more valuable AI-powered work.

In this whitepaper, you'll learn:

• What a company brain is: a network of connected knowledge bases
• What you get with a company brain and why you should build it before your next agent
• How a company brain works: a context layer and an agency layer
• Example use cases: what you can do with a company brain
• Private and published: how knowledge bases connect without becoming surveillance
• What changes for people when agents take over routine knowledge work
• How a company brain stays accurate and why you can trust its answers
• Where to start: the five components every company brain needs and four steps to your first knowledge base

The whitepaper also explores how company brains and agentic software development are converging, and what this shift means for the future of knowledge work.