Ecosystem/AI Score

AI Score

Pre-SeedPreliminary

AI governance intelligence platform providing visibility, risk, and performance insights across enterprise AI usage. UK-based pre-seed startup.

HQUK
Est2025
Raised$950K
Score
29.6 / 100
Confidence
Preliminary

Early-stage safety posture - basic practices exist but significant gaps remain.

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

Governance intelligence/visibility angle is somewhat unique. But at $950K, severely underfunded compared to category leaders.

Key risk

Pre-seed in a market where the leader has raised $40M+. Needs rapid differentiation or a very specific niche to survive.

Enterprise traction

Pre-revenue. Very early stage.

Safety area

Governance Tooling

Enterprise business needs
Prove my AI is compliant

Security Assessment

Security-relevant indicators for vendor evaluation

Security Posture
29
TS-01dim: 30
Red Teaming & Pre-deployment Testing
Adversarial testing before deployment
TS-05dim: 30
Robustness & Adversarial Resilience
Resistance to adversarial attacks
RA-01dim: 28
Sector-Specific Risk Assessment
Risk analysis for deployment context
RA-03dim: 28
Dual-Use & Misuse Risk
Dangerous capability awareness
RA-07dim: 28
Incident History & Track Record
Past incidents and response quality
EE-04dim: 15
Vulnerability Disclosure Program
Bug bounty or CVE reporting process
Incident History
AI Score 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.
35
TS
Technical Safetypreliminary
Benchmarks, adversarial robustness, fine-tuning safety, watermarking, model cards, research output.
30
RA
Risk Assessmentpreliminary
Dangerous capability evaluations, thresholds, external testing, bug bounty, halt conditions.
28
RR
Regulatory Readinesspreliminary
ISO 42001, EU AI Act compliance, GPAI obligations, international commitments, incident reporting.
40
EE
External Engagementpreliminary
Survey participation, research support, transparency, behavior specs, open-source contributions.
15

Social Impact & Safety Profile

Emerging

AI Score builds governance intelligence tools for enterprise AI visibility and risk management. Very early stage with limited public documentation. Social impact potential through governance tooling but no formal commitments.

governance intelligenceenterprise visibility

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Scoring methodology v0.1 - View full rubric