AXON: making AI auditable and defensible.
A forensic-grade governance platform that scores and screens AI systems deterministically — so a regulated organisation can prove, not just claim, that its AI behaves.
What this platform is built to deliver.
These are AXON's built-in capabilities — the deterministic parameters and screens every system runs through, scaled to your risk surface.
"Trust us, the model is fine" is not an answer a regulator accepts.
Organisations adopting AI in regulated or safety-critical settings face a hard question: how do you demonstrate an AI system is behaving — to an auditor, a board, or a regulator — when the system itself is a black box?
Most "AI governance" tooling answers this with another model grading the first — non-deterministic, unexplainable, and impossible to reproduce. That fails the moment someone asks why a given verdict was reached.
- No reproducible, defensible record of AI risk
- Hallucinations and ungrounded claims slipping through
- Fragmented mapping to NIST, ISO 42001, the EU AI Act, DPDP
- Governance that can't survive an audit
Real AXON interface · synthetic demonstration data, client details removed
Determinism first, model second.
We built governance logic as deterministic code — scoring, screening and mapping that produce the same verdict every time and can be explained line by line.
Frame
Define the system's purpose, risk surface, and the standards it must answer to.
Score
Run 44 deterministic governance parameters across 39 integrated algorithms.
Screen
Test every output on a 9-dimension hallucination and grounding screen.
Map
Align findings to NIST AI RMF, ISO/IEC 42001, the EU AI Act and DPDP.
Evidence
Emit a forensic, reproducible report a regulator or board can rely on.
The pieces behind a defensible verdict.
Deterministic scoring engine
Governance verdicts are computed by code, not a second model — reproducible, explainable, and stable across runs.
Hallucination & grounding screen
Nine dimensions check whether outputs are supported by sources, flagging ungrounded or fabricated claims.
Standards mapping
Findings map cleanly to NIST AI RMF, ISO/IEC 42001, the EU AI Act and India's DPDP Act.
Forensic audit trail
Every parameter, score and decision is preserved as evidence — the full chain, not a summary.
System-agnostic intake
Assess models and AI features across vendors and architectures from one place.
Board-ready reporting
Risk posture rendered for the people who must sign off — clear, defensible, decision-grade.
What clients say.
Before AXON, AI governance felt overwhelming. We had multiple initiatives moving in different directions and no clear way to assess risk. Today, our leadership team has visibility, confidence, and a governance process that actually supports innovation.
What impressed me most was the balance between compliance and practicality. AXON helped us prepare for emerging AI regulations without slowing down business delivery.
Need to prove your AI behaves?
If you're deploying AI where a wrong answer has consequences, we can help you govern it to a standard that holds up.