Controls
Operational controls before scale.
The first commercial deployments should stay narrow enough that access, review, and retention are easy to reason about.
Scoped pilots
Start with bounded portfolios and explicit business questions.
Workspace isolation
Separate customer workspaces and avoid cross-customer data leakage.
Retention review
Keep only what the workflow needs for evidence, audit, and delivery.
Assurance
Security claims should remain concrete.
The page avoids overclaiming certifications before they exist and focuses on controls the team can actually operate.
Vendor review
Support procurement and legal review with clear architecture notes.
Access logs
Track who can access analysis outputs and sensitive source material.
Roadmap transparency
Publish maturity work as it becomes real instead of implying finished compliance.