Research

Seven completed research reports on the AI governance landscape.

The primary research underlying Axiom Advisory's ISO 42001 practice and EU AI Act readiness work. All reports are free to download.

April 2026

EU AI Act × ISO 42001 Crosswalk

Article-by-article map of the EU AI Act onto ISO 42001 clauses and Annex A controls, with explicit gap calls on the conceptual engineering work ISO 42001 does not cover (model-level concept hygiene, definitional drift monitoring, principle-based human oversight).

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May 2026

ISO 42001 Implementation Costs — Scope, Tier, and the Surveillance Burden

Cost benchmarks across 60+ ISO 42001 implementations: ranges from $15K–$30K SMB to $350K–$650K enterprise, with scope layered on org size. Annual surveillance runs 20–30% of initial certification cost — budget as operating expense, not project.

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May 2026

ISO 42001 Market Adoption — Less Than 350 Certified, 40% ISO 27001 Cross-Sell

Adoption data and procurement signal as of Q2 2026. Under 350 organizations certified worldwide; 40% faster certification for issuers already holding ISO 27001. Coverage of the gap between certificate-holders and operating AIMSes.

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May 2026

ISO 42001 Service Provider Landscape — Big 4, Specialist Boutiques, and the Tier In Between

Comparative landscape of the 40+ active ISO 42001 advisory firms: Big 4 breadth, specialist boutiques, and the emerging mid-tier. Evaluated against AIMS-as-living-system criteria, against deadline pressure around the August 2026 EU AI Act enforcement date.

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March 2026

AI Now Institute 2025 Landscape — Synthesis and Implications for ISO 42001 Buyers

Synthesis of the AI Now Institute 2025 landscape report, mapped to the procurement questions ISO 42001 buyers should be asking vendors. Includes the conceptual engineering shock points the original report flags.

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February 2026

Partnership on AI — Governance Synthesis and Operational Implications

Synthesis of PAI's 2024–2025 governance output, mapped to the operational requirements an AIMS imposes on a high-risk AI system. Includes the gaps PAI itself flags where it overlaps and where it does not with formal conformity regimes.

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March 2026

Competitive Landscape — Adjacent AI Governance and Conceptual Engineering Practices

AI governance practices adjacent to Axiom Advisory: large GRC platforms, philosophy-led AI safety groups, public-interest AI orgs. Mapped on conceptual depth, ISO 42001 capacity, and EU AI Act readiness.

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