NEOMUNDI - The AI thermometer
Real-time validation of decision stability, as it happens.
The Measurement Gap
IAM
Answers: Who are you?
- Authentication
- Role assignment
- Access tokens
- Identity exists. Stability does not.
Policy Answers:
What should happen?
- Governance documents
- Controls & mandates
- Compliance frameworks
Runtime Answers:
What happened?
- Models & agents
- Tool execution
- Output logs
The missing question: Was the generation stable when it happened, and can you prove it?
Neomundi at the Scoring Boundary
Enterprise Systems
EHR · SAP · Data Platforms · Case Management · Payments
↓
AI / Automation Layer
Agents · Models · Orchestrators · Decision Engines
↓
Neomundi - Scoring Layer
Stability · Drift · Decision · Cryptographic Proof
↓
Output Systems
ALLOW · FLAG · BLOCK · Audit Trail · Structured Data
The signal drives every layer of your AI stack.
Agents : Stop. Retry. Reroute. Live stability signal fed directly into agent decision loops.
Compliance : Trace & prove. Timestamped audit trail. Every generation scored, every drift flagged.
Fine-tuning : Measure drift. Quantify behavioral deviation across model versions.
SLA / Infra : Prove continuity. Behavioral monitoring beyond latency. Quality of generation, measured.
Each signal directly drives decision systems.
Every AI decision becomes measurable, traceable, and governable.
Each generation produces:
Stability score (0 → 1)
Decision (ALLOW / FLAG / BLOCK)
Drift signal (timestamped)
Advanced outputs:
Full audit trace (exportable)
Cryptographic proof (hash)
Structured datasets (analytics, fine-tuning, compliance)
→Sample audit report (PDF)
Regulatory Alignment
Neomundi operationalises measurable governance obligations at inference time. It does not replace regulatory frameworks, it ensures that stability is evidenced at the moment decisions are made.
EU AI Act (High-Risk Systems)
- Article 9 : Risk management systems
- Article 12 : Record-keeping & traceability
- Article 13 : Transparency & documentation
- Article 14 : Human oversight
- Article 15 : Accuracy, robustness & reliability
ISO/IEC 42001
- AI management system governance
- Operational control mechanisms
- Evidence preservation and audit defensibility
Start measuring in 48 hours.
No installation. No infrastructure change. API key delivered, first results immediate.
The Neomundi Pilot includes:
5,000 scored requests
Real-time stability signal (G-Score)
Drift detection (ΔG)
Full audit trace (exportable)
Sample PDF audit report
→Request a pilot