Ecosystem/Holistic AI

Holistic AI

Series APreliminary

AI governance and risk management platform that helps enterprises audit, monitor, and document their AI systems for regulatory compliance. Covers bias detection, risk assessment, and audit trails.

HQUK
Est2018
Raised$8M
holisticai.com
Score
50.4 / 100
Confidence
Preliminary

Strong safety posture with established governance frameworks and active risk management.

Strengths:Governance Maturity, Technical Safety, Regulatory Readiness
Weaknesses:Risk Assessment, External Engagement
Competitive positioning

Competes directly with Credo AI (larger, better funded). Differentiates through stronger EU/UK regulatory expertise and academic backing (UCL origins).

Key risk

Credo AI has 5x the funding and stronger US market position. Holistic AI needs to win EU market decisively or risks being squeezed.

Enterprise traction

Enterprise clients in financial services and government. EU compliance focus.

financial servicesgovernment
Safety area

Governance Tooling

Enterprise business needs
Prove my AI is compliant

Security Assessment

Security-relevant indicators for vendor evaluation

Security Posture
48
TS-01dim: 50
Red Teaming & Pre-deployment Testing
Adversarial testing before deployment
TS-05dim: 50
Robustness & Adversarial Resilience
Resistance to adversarial attacks
RA-01dim: 45
Sector-Specific Risk Assessment
Risk analysis for deployment context
RA-03dim: 45
Dual-Use & Misuse Risk
Dangerous capability awareness
RA-07dim: 45
Incident History & Track Record
Past incidents and response quality
EE-04dim: 40
Vulnerability Disclosure Program
Bug bounty or CVE reporting process
Incident History
Holistic AI incident records sourced from AIAAIC Repository and public reporting.
Integration: AIAAIC, OECD AI Incidents Monitor
Third-Party Audits
External audit reports, SOC 2 attestations, and ISO certifications verified where published.
Sources: Company filings, registry lookups
CVE & Disclosures
Known vulnerabilities and security advisories from NVD, GitHub Security Advisories, and vendor pages.
Sources: NVD, GHSA, vendor disclosure pages

Dimension Breakdown

GM
Governance Maturitypreliminary
Published policies, corporate structure, safety mandate, whistleblowing, executive commitment.
55
TS
Technical Safetypreliminary
Benchmarks, adversarial robustness, fine-tuning safety, watermarking, model cards, research output.
50
RA
Risk Assessmentpreliminary
Dangerous capability evaluations, thresholds, external testing, bug bounty, halt conditions.
45
RR
Regulatory Readinesspreliminary
ISO 42001, EU AI Act compliance, GPAI obligations, international commitments, incident reporting.
62
EE
External Engagementpreliminary
Survey participation, research support, transparency, behavior specs, open-source contributions.
40

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Scoring methodology v0.1 - View full rubric