Continuous Good AI Monitoring & Certification
ETHORITY’s GoodAI provides a living compliance layer for your AI systems:
Guardrail Testing → bias, fairness, adversarial vulnerabilities
Performance Drift Detection → early alerts on data/model shifts
Risk Dashboards → real-time transparency for stakeholders
Audit Logs → automatic documentation for regulators and boards
AI Trust Certification
After successful monitoring and audit cycles, ETHORITY issues certification based on our Trust Scorecard, covering seven key pillars: Performance • Fairness • Robustness • Explainability • Safety • Sustainability • Compliance
Certified organizations receive:
ETHORITY Trust Certificate (PDF & on-chain record)
QR-Verified Badge for public communication
Good AI Index Listing for transparency and benchmarking
27/4 renewal and recertification support
Trust doesn’t stop at monitoring — it needs a seal. ETHORITY’s Good AI Certification validates AI systems through tiered levels:
Bronze → Foundation compliance verified
Silver → Continuous monitoring and transparency
Gold → Full governance integration and resilience proof
GoodAI Certification is more than a certificate. It is a competitive signal to regulators, partners, and customers that your AI is trustworthy by design.
Good-AI-by-Design
Every ETHORITY deployment comes with assurance pre-integrated:
Risk & Compliance Controls → automated checkpoints, DPIAs
Operational Safeguards → audits, fallback protocols, incident response
Evidence Kits → model cards, benchmark results, red-team reports
This turns certification and audit readiness into a continuous workflow.
Case Study: EpiTrace.AI
Challenge: Harness single-cell methylation data for cancer research under GDPR & EU AI Act compliance, with a need for ongoing monitoring of sensitive biomedical datasets.
Work: ETHORITY embedded Good AI into the EpiTrace.AI initiative, orchestrating guardrail testing for bias and drift while producing Assure-ready evidence kits. The platform advanced from Playbook → Roadmap → Stable v0.9.4 release with governance and monitoring aligned.
Outcome: A governance-anchored path to operationalize EpiTrace.AI v2x as a next-generation Biomedical Intelligence Platform, previewed in the Gene Regulation Atlas dashboard — validated through ETHORITY’s Assure Certification framework.
Why Good AI Certification?
- Built on recognized frameworks (AI Act, ISO/IEC, NIST)
- Transparent and continuously verifiable via the Good AI Index
- Independent, auditable, and regulator-ready
- Anchored in blockchain trust proofs
AI Navigator’s Log
Written and curated by STEN, ETHORITY’s founder and AI Navigator, this log explores the frontlines of ethical and trustworthy AI. The Navigator’s Log is more than a blog — it is a strategic guide for leaders, policymakers, and innovators navigating the complexities of AI in 2030 and beyond.
