Security posture and ownership transfer
Enterprise AI work should not create dependency on a bespoke stack or an opaque handoff. We design for supportability from the start.
Secure-by-default delivery
- Prefer standard, boring technology over proprietary lock-in.
- Keep architecture decisions documented and reviewable.
- Hand off code, credentials, and runbooks to your team.
What happens at handoff
Before an engagement closes, we walk your team through the system, common failure modes, and the operational decisions they will need to make without us.
No vendor lock-in
If a tool choice would make future support dependent on us, we call that out early. The goal is to make the work easier to operate, not harder.
Back to trust centerFAQ
Questions buyers ask before a security review.
What does the security posture page mean in practice?
It explains how the work is structured to reduce risk, avoid hidden dependency, and keep the delivery model supportable after handoff.
Does edupundit recommend proprietary lock-in?
No. The default is standard, reviewable technology so the client can own the system and operate it without the consulting team attached.
Where should security review start?
Start with the trust center and then ask for the deployment-specific answers you need if your procurement process requires a formal packet.