Data and AI governance systems
Every AI decision, traceable to the data behind it.
We build the governance into your systems, and operate it: one chain of custody from the data to the decision.
Aligned to
- ISO/IEC 42001
- NIST AI RMF
- EU AI Act
- DAMA-DMBOK
Mapped to DCAM and CDMC. Alignment is not certification.
Mandate · Why now
You cannot defend a decision you cannot trace to its data.
AI is entering core decisions faster than oversight can follow, on data that is often uncatalogued and unproven. When a regulator or a board asks to see the chain, the answer cannot be a shrug.
- R-01Many enterprises cannot see their full AI footprint.
- R-06The data feeding AI is often uncatalogued, unclassified and unlineaged.
- R-07When a model misbehaves, tracing it back to the data is rarely possible.
The Chain · Data to decision
Both halves, one chain of custody.
Governed data
Discover, classify, trace and quality-gate the data that feeds your AI.
Five loops
Lineage, gated release, blast radius, erasure and one control crosswalk. They only run if you govern both sides.
Governed AI
Inventory, assure and monitor every AI system, with its decisions tied back to source.
Method
Four phases, then we operate it.
- 01 / Assess
Current state, exposure and a roadmap.
- 02 / Design
Operating model, risk taxonomy and controls.
- 03 / Implement
Controls running inside your systems.
- 04 / Operate
Governance run continuously, with evidence.
Engagements
From a diagnostic to governance we operate.
Four engagements, scoped to your size and exposure.
Sectors
FAQ
Frequently asked questions
How is aerais different from a Big-4 firm?
We build and operate governance systems rather than hand you software to staff or a report to file. The practice is narrow by design: data and AI governance, delivered as controls that run inside your systems, with a chain of custody you own.
Do you only work on ISO/IEC 42001?
No. ISO/IEC 42001 readiness is one entry point. We also align to the NIST AI RMF and the EU AI Act, and connect AI governance to your existing risk, security and privacy frameworks. Alignment is not certification.
Do you advise or do you build?
We build. aerais embeds governance into intake, delivery, deployment and monitoring: controls that run inside your systems, not documents that sit on a shelf.
How quickly can we see value?
A diagnostic produces current-state maturity, risk exposure across data and AI, and a prioritized roadmap in a matter of weeks. Timing depends on scope and on access to your teams.
Contact
Make your data and AI provable.
Start with a diagnostic: current-state maturity, risk exposure and a prioritized roadmap. We aim to reply within two business days.