EU AI Act comparison
AZComply vs Holistic AI
Holistic AI is an enterprise AI governance platform with a strong algorithmic-auditing heritage, including bias detection, red-teaming, and adversarial testing. AZComply solves a narrower problem: turning one AI system into a classified, evidence-backed EU AI Act dossier, with each component assessed on its own terms.
Last verified: 27 August 2026
| Criterion | Holistic AI | AZComply |
|---|---|---|
| Primary focus | Enterprise governance, bias/fairness auditing, and continuous testing | EU AI Act classification and compliance dossiers per component |
| Built for | Large organizations needing ongoing technical testing across an AI estate | Companies and consultants documenting a specific system |
| Testing depth | Automated tests for bias, hallucination, and adversarial behavior | Not a model-testing platform; focuses on classification and evidence |
| Classification approach | Risk calculator across a registered AI portfolio | Deterministic rules with per-component assessments |
| Pricing model | Enterprise, modular, quote-based | Self-serve, published per-dossier pricing |
Choose Holistic AI
Choose Holistic AI if ongoing algorithmic testing, bias, fairness, and adversarial robustness across many systems is your primary need.
Choose AZComply
Choose AZComply if you need to classify a specific AI system under the EU AI Act and produce a review-ready dossier with national law layered in.
Frequently asked questions
Does AZComply do bias testing like Holistic AI?
No. AZComply focuses on regulatory classification and documentation, not automated technical testing of model behavior.
Which is faster to get started with?
AZComply is self-serve with published pricing. Holistic AI packages are enterprise and quote-based.
Can a company use both?
Yes. The platforms address different layers of an AI governance program: technical testing and monitoring on one side, EU AI Act classification and documentation on the other.