Shadow AI stays invisible
Personal accounts fragment model usage, cost ownership and the flow of company information.
EMPLOYEE AI GOVERNANCE
Let employees use AI while keeping enterprise usage visible and governed.
Valse combines employee access, administrative visibility and content policy in one control plane, moving governance beyond a simple allow-or-ban decision.
Solution overview
What this solves
Written policy is not enforcement
Training and documents cannot apply a consistent rule at the moment sensitive content is sent.
Incidents are hard to review
Without a shared record, administrators cannot see which policy matched or how rules should change.
VALSE CONTROL PLANE
What you can put into production
- Give administrators a unified view of employee conversations, models used and spend.
- Match keyword substrings in message text and filenames before a request reaches a model.
- Control uploads by file extension and MIME type to reduce inappropriate data exposure.
- Record policy hits for governance review; blocked requests do not enter the normal persistence and billing path.
ROLL OUT
How rollout works
Establish a baseline
Choose initial users, model scope and the usage dimensions that need visibility.
Configure policy
Begin with a small set of explicit keywords and file types to avoid overly broad rules.
Review matches
Use policy-hit records and business feedback to tune rules and exceptions.
FAQ
Frequently asked questions
What does keyword policy inspect?
It can match substrings in message text and filenames, then block the request before it reaches a model.
Can file uploads be governed?
Yes. Policies can use file extensions and MIME types to control disallowed uploads.
Are blocked requests billed?
In the current governance path, policy-blocked requests do not proceed to the normal model call, persistence or billing flow.
FDE WORKSHOP