Wants to show who asked what of which model, when, and what came out.
Compliance · Audit & observability
Audit & observability
Every AI interaction is immutably recorded and exportable inspection-ready. Real-time insight for your CIO and DPO, evidence for your auditor.
Who it’s for
Want tamper-evident logs with retention, not scattered tenant logs you have to stitch together.
Wants a real-time console instead of a quarterly report that is already out of date.
The problem
You cannot account for what you did not record.
When AI use is spread across tools and accounts, there is no single place to look back. When an incident or inspection hits, the search is only just beginning.
Numaga records every interaction immutably in one place (user, time, prompt, context, model, output), with retention up to seven years and exports an auditor accepts.
Audit & observability
Every interaction logged, and retrievable when you need it.
What we record
- Every interaction: user, time, prompt, retrieved context, model, output.
- Immutable storage, tamper-evident, time-synchronised.
- Retention: up to 7 years, configurable per use-case category.
What you get out
- Real-time console for the CIO and Data Protection Officer.
- KPI exports, risk-event alerts, reporting on blocked attempts.
- Inspection-ready exports (CSV or PDF) for regulators, auditors and your own security review.
In practice
Proven where data is most sensitive.
Numaga is running a pilot with Ontdek Zorg, a home-care organisation in Gelderland. Healthcare, with special-category personal data under the GDPR, is where responsible AI is hardest. That is exactly where we put the control plane to the test.
- Home care in Gelderland
- Special-category data (GDPR Art. 9)
- Policy and redaction on every prompt
See the audit trail of a real prompt.
We show the console and an inspection-ready export in a demo environment.
Request demo access