Governance Layerfor AI Agents
AI agents execute without guardrails — they hallucinate, exceed scope, and fail silently at production scale.
JSONFIRST adds a protocol governance layer: structured intent, policy enforcement, and full rollback — before a single token is burned.
Compatible with GPT, Claude, Mistral, LangChain, LlamaIndex and any LLM pipeline.
THE JSONFIRST STACK
Your AI.
Specialized by profession.
Inject domain expertise directly into any LLM. 300+ pre-built profession implants, ready to deploy.
Governance Layer (JDON)
Secure and frame your AI agents with the JDON protocol.
Access the complete dashboard to enforce strict rules (Governance), eliminate hallucinations and reduce up to 60% of your API costs.
THE PROBLEM
Your AI agents are uncontrollable.
Without governance, your AI validates fraudulent transactions, hallucinates data, and executes critical actions without oversight. One error can cost €45,000. Or your reputation.
AI → Risky
AI → Governed
THE SOLUTION
JSONFIRST AI Governance
Four technical pillars that transform your AI from risky to governed — with certified audit trails and deterministic control.
1. Certified Confidence Score
Verified Truth
Unlike an LLM that can appear 90% confident while being wrong, JSONFIRST calculates a certified final confidence score by applying mathematical penalties on detected failures.
2. Hallucination Lock
Deterministic Blocking
The system doesn't just 'discuss' — it has physical blocking authority. The Hallucination Lock triggers (TRIGGERED) as soon as a major inconsistency is detected between user intent and company policies.
3. Audit Trail PDF
Legal Proof
Every decision is documented with full traceability. The report logs every detail: fraud patterns detected, exact budget deviation (e.g., +€82,000), and majority vote result (3/3 unanimous).
4. Hybrid Governance
Behavioral + Decisional
JSONFIRST allows you to merge professional expertise (Implant) with a security rule (Mode). Your AI can act like a CEO or a Buyer while being constrained by SAFE_OPS mode, ensuring no critical decision is made by error or under pressure.
Live demo • Real fraud scenarios • Certified audit trails
USE CASES
Built for real production.
CFOs, accountants, procurement teams — protect your critical decisions with AI governance.
CFO / Finance Directors
Block CEO Fraud attempts. Every transaction >€5,000 requires written validation. Majority vote on critical decisions. Full audit trail for compliance.
Accountants & Auditors
Protect your clients from AI errors. Zero hallucinated data in financial reports. Certified audit trail with SHA256. AI Act 2026 compliant by design.
Procurement Teams
Detect order splitting fraud. 49 fraud patterns blocked automatically. Required validation workflow for all purchases. Social engineering detection active.
Frequently asked questions
Everything you need to know about JSONFIRST
WHY JSONFIRST?
Content safety ≠ Business governance
AWS, NVIDIA, Guardrails AI filter toxic content.
JSONFIRST blocks €80,000 fraud.
These are not the same tools.
49
fraud patterns detected
80K€
blocked in 9 seconds
3×
runs consensus majority vote