What we built, who it was for, and how long it took. New engagements are added here as they ship.
Three memory levels — user, team, and organisation — on OpenSearch and a graph store, reachable from Slack and Microsoft Teams. Most of the pipeline runs on self-hosted Gemma 4 E4B.