Trust Centre

Governance & Technology

Traditional consulting relies on junior staff manually reviewing hundreds of documents—a process that’s slow, expensive, and prone to human oversight. Our AI infrastructure processes the same volume in minutes while maintaining higher accuracy through systematic analysis.

Engage Prévenance

Client Data

We ingest only the data the engagement requires: typically logs, configurations, contracts, financial records, CRM data, and policy documentation. Ingestion is read-only by default, scoped to the specific engagement brief, and routed directly into an isolated, client-region-matched processing environment. Your data does not pass through public APIs, third-party aggregators, or international relay points at any stage.

Logs Policies Configs

Private AI Processing

All processing occurs inside a private, transient “clean room” provisioned for your engagement. Our models operate within a Retrieval-Augmented Generation (RAG) architecture, which means they can only reference your specific data, never the public internet, or another client’s information. The environment is cryptographically isolated, logged at every step, and shredded the moment the engagement concludes. Your data is never used to train AI models, ours or anyone else’s.

Isolated Environment RAG Architecture

Draft generation

The AI generates draft findings, each linked to the exact source material that produced it. Every claim, every flagged risk, every cost-recovery opportunity, and every architectural concern includes a clickable citation to the underlying log line, contract clause, configuration setting, or data point that triggered it. Nothing is asserted without being traceable. If the answer isn’t in your data, the AI is instructed to say so rather than guess.

AI creates draft findings with clickable citations to source data

Human Expert Verification

Every draft passes through a senior human reviewer before it reaches you. This is the Human-in-the-Lead layer: experienced operators apply contextual judgment, remove false positives, validate that each finding is materially relevant to your business, and ensure the recommended actions are tactically sound. AI accelerates the analysis; humans own the conclusions. No deliverable is released without senior sign-off.

Senior Expert reviews logic Removes False Positives Validates Citations

Final Deliverable

You receive a verified, fixed-fee deliverable: a written report with full citations to source data, a prioritised action set, and an immutable audit trail — a complete chain of reasoning showing every step from raw data through AI processing to human verification. You don’t have to trust the output. You can audit it, line by line, back to the source.

Verified Fixed-Price Report

The 3-Layer "Verifiable Intelligence" Architecture

Grounded Context Retrieval-Augmented Generation (RAG)

Our models are “data-locked” via RAG. They can only reference your specific logs, policies, and configs.

Source Tracing

Every finding includes a citation to the exact line of raw data that triggered it. You don’t have to trust the AI; we can verify the source material instantly.

The Human Firewall

AI is the engine, not the driver. We employ a strict Human-in-the-Lead protocol. A senior expert reviews all findings to ensure nuance and business logic are applied before you ever see the report.

Infrastructure Promises

The "Walled Garden": We use private, enterprise-grade AI instances. Unlike public tools, our contract guarantees that your data will never be used to train models.
Data Sovereignty: All processing occurs within client-specific local Cloud Regions or on Local Air-Gapped Hardware physically isolated from the internet.

Technical Governance & Secure SDLC

Our AI agents are developed using a Secure AI Development Life Cycle:

Prompt Versioning & Logic Control: Every prompt is version-controlled and tested against "Gold Standard" manual datasets before deployment.
Adversarial Testing: We perform regular "red-teaming" on our own agents to ensure they cannot be manipulated into missing critical vulnerabilities.
Infrastructure Isolation: Your data is processed in a transient, locally-hosted (client-region matched) "clean room" that is immediately wiped after engagement.

We maintain a strict QA protocol that exceeds traditional consulting standards:

Gold-Dataset Benchmarking: We run our AI against historically audited datasets to ensure parity with (or superiority to) manual findings.
Variance Monitoring: Automated systems flag any anomaly in AI reasoning for immediate human investigation.

Immutable Audit Trail: We generate a cryptographically signed log of every interaction between our agents and your data. We get a complete "Chain of Reasoning" for every output.
AI Incident Response: In the unlikely event of a logic failure or data anomaly, our "Kill-Switch" protocol immediately halts processing and alerts us for manual override.

Prévenance takes companies from due diligence to exit-ready