Knowledge Engine
Capture what your teams know, not just what they write down
Most expertise lives in conversations, problem-solving, and project work–not documentation. The Knowledge Engine makes that invisible knowledge accessible.

How it works
Unlike tools that rely on manual input or outdated org charts, the Knowledge Engine uses signals from your company’s collaboration, communication, and content systems to create a dynamic, self-learning map of who knows what.
Connect to your existing tools
The Knowledge Engine integrates with platforms like Microsoft 365, Slack, Jira, and Confluence to observe how work actually happens—no extra effort from employees.

Map knowledge as it’s created
It identifies topics and experts based on real interactions, not self-filled profiles or static documents. This creates dynamic graphs that evolve as your organization does.
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Feed human expertise into everyday workflows
The output isn’t another knowledge base—it’s a real-time model of who knows what, delivered inside chat, copilots, enterprise search, and custom workflows.
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What makes the Knowledge Engine different
Captures what isn’t documented
Maps expertise based on real work—conversations, collaboration, and contributions—not just what’s written down.
API-first architecture
Integrates with copilots, portals, dashboards, and existing workflow
No manual upkeep required

Learns from existing tools like Teams, Slack, and SharePoint—no new workflows needed.