Enterprise-ready AI governance.
We help providers of high-impact AI systems (HRTech, EdTech, FinTech) win enterprise deals by implementing scalable AI governance that combines best-in-class GRC tools with our specialised AI expertise.
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Does this agent actually do what the policy says, and can you prove it?
As AI agents take on real work, stakeholders are asking less about AI policies and more about proof. How AIUC-1 fits within an AI governance programme, and where it maps to ISO/IEC 42001 and the EU AI Act.
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View all →Does this agent actually do what the policy says, and can you prove it?
As AI agents take on real work, stakeholders are asking less about AI policies and more about proof. How AIUC-1 fits within an AI governance programme, and where it maps to ISO/IEC 42001 and the EU AI Act.
The AI Governance Stack: Mapping Layers to Standards and Frameworks
Selecting frameworks, choosing GRC tools and implementing controls all start with the same step: understanding the layers of your organisation's AI governance stack, and how each maps to the EU AI Act, ISO/IEC 42001, NIST AI RMF and US state laws.
Four Things You Get Wrong About Your AI Management System
Every business that builds, supplies, or uses AI already operates an AI management system. It is not a question of whether you have one. It is a question of what maturity it runs at.
Deep Dives
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Case Studies
View all →Implementing ISO/IEC 42001-aligned AI Governance for an AI-first company
An AI-first business perceived ISO 42001 as a large endeavor and a brake on building and go-to-market. A lightweight, ISO/IEC 42001-aligned baseline turned it into an accelerant, surfaced missing controls early and is making AI assurance a differentiator during the sales process.
Pre-Deployment AI Risk Assessment of Claude Opus 4.8
QualitaX's Sakshi audit of Anthropic's Claude Opus 4.8: a robust, pressure-resistant reasoner that detected all of our test errors and largely held under confident contradiction, but was overconfident and degraded when re-checking its own work.
Pre-Deployment AI Risk Assessment of gemma-4-e4b
QualitaX's Sakshi audit of gemma-4-e4b documented three structural failure modes accuracy benchmarks do not test for.