We're opening a small pilot for engineering teams that want their AI sessions to compound across the whole team — not disappear when each session closes.
Zero cold start on day one
New teammates inherit the full team knowledge graph immediately — no accumulation period.
~8× token savings
Retrieve prior context instead of rebuilding it. Every session feeds the shared brain.
Redundancy prevention
Catch duplicate work before tokens are burned — not after the PR review collision.
Not ready to commit? Book a 30-min demo instead →