Enterprise Decision Integrity
Make every AI decision auditable. Enterprise-grade transparency for AI systems using research-proven mathematical frameworks.
"If students must show their work to pass a class, AI systems managing human lives should show their work too."
Free tier • Startup-friendly • Enterprise-ready • Research-proven
The Enterprise AI Transparency Challenge
Enterprises need AI decision audit trails for compliance, risk management, and stakeholder confidence
Compliance Requirements
EU AI Act and regulatory frameworks require auditable AI decision pathways. Post-hoc explanations aren't legally sufficient.
Operational Risk
Black box AI decisions create unlimited liability exposure and stakeholder confidence issues for enterprise deployments.
Board Accountability
Executives need to explain AI decisions to boards, regulators, and customers with mathematical precision, not statistical approximations.
Research-Proven Decision Transparency
Mathematical frameworks from quantum geometric tensor research enable enterprise-grade AI decision pathway analysis and audit trail generation
Enterprise Decision Integrity Platform
1. Decision Pathway Tracing
Track how AI systems move from infinite possibilities to single decisions
2. Reasoning Authenticity
Distinguish genuine AI reasoning from post-production explanations
3. Audit Trail Generation
Create regulatory-compliant documentation of AI decision processes
4. Mathematical Validation
Peer-reviewed research foundation ensures enterprise-grade credibility
Free Tier Demo
Free Tier: 3 models per month, full decision transparency
Decision Integrity Database
Research-proven transparency analysis for AI models. Browse 12+ analyzed models or get enterprise-grade decision pathway analysis for your custom models.
100% Free Database
Search 12+ tested models with safety scores, recommendations, and use case guidance
Physics-Based Testing
Quantum Geometric Tensor analysis provides scientific verification beyond basic prompts
Custom Model Testing
Professional testing for your unique models with enterprise-grade analysis
Research Areas
Key areas we're exploring in geometric AI alignment
Computational Geometry
Exploring GPU-accelerated geometric computations
Pattern Monitoring
Studying how geometric patterns evolve in AI systems
Transparency Research
Investigating natural transparency through geometry
Open Collaboration
Building tools for community research
Curious About Geometric AI?
Let's explore how geometric patterns might transform AI transparency
Start a ConversationResearch collaboration • Open exploration