[01] product

Memory that travels with the team.

Teams lose context every day: in Slack threads, abandoned docs, meetings no one recorded. Engram catches what was said, links it to what was already decided, and brings it back when it's useful.

4.2M
facts indexed / week
92%
recall @ k=5
<40ms
p95 query latency
12
integrations shipped

The problem

Knowledge doesn't survive a context switch. Teams re-decide things they already decided, lose half the answer when someone leaves, and search for hours when search isn't the right tool. Recall has to be structured, or it's just another inbox.

The approach

  1. 01Retrieval engine across 12 integrations: Slack, GitHub, Linear, Notion, and the rest of where work happens.
  2. 02Knowledge graph that connects facts by context, not keywords. Queries return decisions, not links to docs.
  3. 03Human-in-the-loop on high-stakes recalls. The system proposes. The team confirms.
  4. 04Managed API at <40ms p95, SOC 2, single-tenant option for teams that need it.
screen · engram dashboard, knowledge graph view

Outcome

Early-access teams say they spend 60% less time re-litigating past decisions. Three design partners moved from pilot to production in the first month.

“We stopped repeating decisions in Slack. The memory travels.”— Platform eng lead, early access