Ciphero

Pre-SeedPreliminary

Enterprise AI security with real-time observability, policy enforcement, and an AI verifier marketplace. Pre-seed stage.

HQUS

Est2025

Raised$3M

Score

20.4 / 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

Safety Profile

Competitive positioning

AI security observability. Competes with Arthur AI (much larger) and Noma Security (comprehensive, much larger).

Key risk

Pre-seed competing against Series A/B companies in AI security. Severe funding disadvantage.

Enterprise traction

Pre-product. No confirmed customers.

Safety area

Robustness & Adversarial

Enterprise business needs

Protect my AI in production

Security Assessment

Security-relevant indicators for vendor evaluation

Security Posture

TS-01dim: 30

Red Teaming & Pre-deployment Testing

Adversarial testing before deployment

TS-05dim: 30

Robustness & Adversarial Resilience

Resistance to adversarial attacks

RA-01dim: 22

Sector-Specific Risk Assessment

Risk analysis for deployment context

RA-03dim: 22

Dual-Use & Misuse Risk

Dangerous capability awareness

RA-07dim: 22

Incident History & Track Record

Past incidents and response quality

EE-04dim: 12

Vulnerability Disclosure Program

Bug bounty or CVE reporting process

Incident History

Ciphero 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

Governance Maturitypreliminary

Published policies, corporate structure, safety mandate, whistleblowing, executive commitment.

Technical Safetypreliminary

Benchmarks, adversarial robustness, fine-tuning safety, watermarking, model cards, research output.

Risk Assessmentpreliminary

Dangerous capability evaluations, thresholds, external testing, bug bounty, halt conditions.

Regulatory Readinesspreliminary

ISO 42001, EU AI Act compliance, GPAI obligations, international commitments, incident reporting.

External Engagementpreliminary

Survey participation, research support, transparency, behavior specs, open-source contributions.

Social Impact & Safety Profile

Emerging

Ciphero provides enterprise AI security with real-time observability and policy enforcement. Very early stage with minimal public information. No social impact framework has been documented.

ai securityobservability

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Scoring methodology v0.1 - View full rubric