Solutions · AI Governance
Make the next AI review easier to run.
Give Compliance one place to review changes, exceptions, owners, and decisions across connected AI sources. Keep the policy and retained evidence beside the work that needs attention.
AI decision briefExample workspaceLeadership review · August
Customer support assistant
- Included AI cost
- $2,400 / month
- Measured result
- 72% resolved
- Decision
- Review before expanding
What the result means
72% of eligible support requests were resolved in the supplied results. Human review of resolution quality is still outstanding.
What the cost includes
Attributed provider usage. Implementation costs and internal staff time have not been supplied. This is not a complete ROI calculation.
Who does what next
The Customer Experience lead will review a sample of resolved requests before recommending expansion.
Basis: connected provider costs + supplied support results · Evidence gaps remain visible
The recurring review
Changes first. Then exceptions and decisions.
- What changed?
- Review new AI use, access changes, policy versions, and material activity from your connected sources.
- What needs review?
- Prioritize policy exceptions, flagged enterprise activity, and evidence gaps. Identify the relevant source and owner.
- Who decides?
- Assign the reviewer, record the disposition, and retain the policy version and follow-up.
- What is retained?
- Keep review attestations and source-linked evidence. Generate the report appropriate for leadership, audit, or customer diligence.
Enterprise AI supervision
Keep the record your review needs.
For supported Claude Enterprise, ChatGPT Enterprise, and ChatGPT Edu workspaces, retain provider compliance-API records and work flagged items through assignment, controlled access, and attestation.
- Retention
- Set your retention period and choose a Tallin-hosted or customer-VPC archive.
- Access
- Authorized reviewers state their reason before opening content. Allowed and denied access attempts are logged.
- Boundary
- Supervision covers the enterprise workspaces you connect, within provider API limits. It reviews activity after capture, not by blocking content in flight.
Policy and evidence
Use evidence without overstating it.
- Observed activity
- Provider APIs and discovery sources can support a record even when the activity does not pass through Tallin Gateway.
- Enforced controls
- Gateway model scope, budgets, and access limits apply to routed requests. Supported provider admin actions have their own scope and permissions.
- Use-case review
- AI Hiring and Consumer Chatbot packs organize jurisdiction references, supplied attestations, and evidence gaps for counsel to review.
- Your judgment
- Tallin supports the evidence process alongside your GRC tools. Your legal and compliance teams determine applicability and sufficiency; the software does not certify compliance.
Start with the review you already run.
Connect the relevant sources, bring your policy, and work through the first exceptions with named reviewers and retained decisions.