2026-07
Self-serve sign-up
One passwordless door for signing in and signing up. A colleague at a company that already has a workspace is offered a join request instead of a second, empty workspace — and the funnel is now measured from sign-up rather than from whenever someone opened the source wizard.
2026-07
Generated SSH tunnel keys
Evalyst mints the keypair for a bastion tunnel and hands back only the public half, with an authorized_keys line restricted to forwarding to that one database. Pasting your own key still works when your platform team issues it.
2026-07
The gate stopped re-buying verdicts it already owns
Activation still judges the whole confirmed bank, but only executes questions without a reusable pass — and a pass counts only when it was measured against the same model version and the same question. Re-scoring a stored answer after fixing a scoring bar is now a button rather than a re-run.
2026-06
Bring your own database
Postgres, MySQL, Snowflake and BigQuery through an eight-step wizard: attach, prove the credentials are read-only, discover the schema, draft the semantic model, review it, confirm a bank of ground-truth questions, activate. Cost caps are part of the connection.
2026-06
Workspaces, roles and teams
Multi-tenant from the storage layer up: every row carries its workspace, enforced in the application and again by row-level security. Magic-link and Google sign-in, four roles, invitations.
2026-05
Scheduled analysis and alerts
Recurring refreshes, ingests and alert rules that run on a cadence with no model in the loop — the same stored query, re-executed.