Good RBAC baseline and clear environment boundary controls.

Dependency hygiene and key rotation policy could be stricter. Automate SBOM checks and enforce shorter token lifetimes.

Information hierarchy is clean and primary CTA is unmistakable.

Mobile table views feel compressed under dense datasets. Add responsive condensed cards and clearer empty-state guidance.

Large TAM and clear enterprise expansion narrative.

Defensibility depends heavily on model execution speed. Strengthen moat via workflow lock-in and proprietary dataset strategy.