AI compliance engine automating EU AI Act/GDPR adherence through real-time scanning, audit trails, and risk scoring. Targets regulated industries needing audit-ready AI deployments.
As the EU AI Act mandates strict compliance for high-risk AI systems by 2026, financial institutions and healthcare providers face mounting audit costs. CompliAI Auditor emerges as automated infrastructure scanning AI deployments in real-time – cutting compliance review cycles from weeks to hours while maintaining audit trails on private blockchain.
Problem Background
Recent EU AI Act Article 17 requires documented risk assessments for all credit scoring and medical AI systems. 73% of compliance officers report struggling with dynamic model updates in production environments (Gartner 2024).
Product Concept
Embedded SDK analyzes AI decision patterns against 47 compliance dimensions. Auto-generates audit reports with explainability matrices meeting Level III EU certification requirements.
Technical Structure
- Backend: Neo4j knowledge graph mapping 800+ regulatory clauses
- Compliance API: Real-time checks against Thomson Reuters policy database
- Audit Module: Hyperledger Fabric recording model version histories
- Frontend: React dashboard with compliance health scores
MVP Cost Estimate
1,200 development hours (€120,000): 400h compliance engine, 200h audit blockchain, 150h API integrations, 250h reporting UI.
First 1000 Users Plan
- AWS Marketplace listing targeting regulated industries (€30k)
- LinkedIn ABM campaigns to 5,000 compliance officers (€15k)
- Co-hosted webinars with EU policy experts (€10k)
- 6-month timeline to onboard early adopters
Revenue Model
Tiered SaaS: Starter (€999/mo) for basic scanning → Enterprise (€2,499/mo) with custom rulesets. Certification fees (€15k/year) for official compliance seals.
Market & Competitors
Outperforms Drata’s generic SaaS monitoring by specializing in AI Article 17 requirements. Differentiated from manual EY audits through continuous scanning – 92% faster issue detection (internal benchmarks).
