MEOK vs Holistic AI

Holistic AI is broader on bias/data-quality testing for big-vendor commercial AI models — they run pre-built audits across OpenAI/Anthropic/Cohere outputs. MEOK is broader on EU regulatory bolt-ons: we cover Article 50 watermarking, DORA, NIS2, and EU CRA which Holistic AI doesn't. Together they're complementary.

Holistic AI is enterprise-tier ($30,000+ annual contracts, mid-market starting around $50K). MEOK starts free (8 MIT-licensed MCPs on PyPI) and scales to £149/mo Pro / £999/mo Defence. For most pre-Series-B AI startups, Holistic AI prices them out — MEOK is the working alternative at that stage.

Yes. Holistic AI's bias-testing dashboards plus MEOK's signed-attestation infrastructure is a strong combo. MEOK's signed certs can wrap the bias-test outputs Holistic AI produces, giving you cryptographic evidence on top of their dashboards.

No. Holistic AI produces dashboards and reports auditors can read but doesn't ship HMAC-signed certificates with public verify URLs. MEOK does — the meok-attestation-api signs every result with HMAC-SHA256, and any auditor can independently verify by curling the verify_url.

Three reasons: (1) you need Article 50 watermarking, DORA, NIS2, or CRA — Holistic AI doesn't cover those. (2) you need open-source self-hostable tooling — Holistic AI is closed-source SaaS. (3) you're price-sensitive — MEOK is 50x cheaper at the entry tier.