Phrased as the person holding the job would phrase it, with where in the product it happens — so the mapping is checkable rather than aspirational.
- “Set up federation so people sign in with their existing account”
- SSO, SAML and OIDC configuration; the hardened inbound SAML path
- “Make sign-in harder only when it looks wrong, and prove afterwards which rule decided”
- Adaptive multi-factor, the ordered sign-on policy engine, the per-rule decision trace
- “Stop sign-ins from places we never operate from”
- Network zones by address range and country, evaluated before rule matching
- “Give the office manager the ability to reset a password without the ability to read the audit log”
- Role-based access over the named permission catalogue, and delegated administration
- “Get the sensor onto the fleet and confirm it is actually reporting something useful”
- MSI, deb and rpm installers; verifying telemetry depth rather than agent check-in
- “Stop a rule that fires forty times a day without going blind to the thing it detects”
- Per-tenant tuning: severity, threshold, window, cooldown, suppression, shadow mode
- “Decide which rules, if any, are allowed to act without asking me”
- Per-rule autonomy tier, the action capability ceiling, and per-action-class opt-in
- “Explain to my manager what the AI did and why, in a meeting, without notes”
- The decision record: classification, confidence, citations, grounding, escalation reason