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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Why a MiCA-authorised CASP still needs an AI management system
Why an AIMS (ISO/IEC 42001) produces evidence that 27001 and DORA do not, and where the European standards landscape , namely EN ISO/IEC 42001:2026, prEN 18286 and the JTC 21 programme, is heading.
Read more →What's new at QualitaX?
View all →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.
Why a MiCA-authorised CASP still needs an AI management system
Why an AIMS (ISO/IEC 42001) produces evidence that 27001 and DORA do not, and where the European standards landscape , namely EN ISO/IEC 42001:2026, prEN 18286 and the JTC 21 programme, is heading.
Does a Newer Model Know Itself Better? Comparing Two Frontier Models on a Metacognition Benchmark
A small, deterministic-scored experiment comparing Claude Opus 4.7 and 4.8 on the Sakshi metacognition benchmark. The two models are near-twins on error detection, pressure resistance and fabrication but 4.8 is markedly more prone to talking itself out of correct answers under self-review.
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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.