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Enterprise AI Governance & Constitutional Intelligence

AI That Works For You.
Governed By You.

BrainPredict is the only enterprise AI that doesn't just predict — it governs. Every decision is verified, debated by an AI Council, checked against your Enterprise Constitution, sealed into a Decision Card, and always subject to human authority.

5+1
Safety + Governance Layers
17
AI Council Organs
Sealed
Every Decision Card
100%
On Your Premises
Layers 1–5

Sentinel Safety OS — The Foundation

Before any answer reaches you, it passes through five independent safety layers. No shortcuts. No exceptions.

Layer 1: Model Verification

Every prediction passes through ensemble cross-validation across Finance, Risk, Operations and all relevant platforms. Consensus required before any answer surfaces.

Layer 2: Reasoning Traces

Full step-by-step reasoning for every decision. Your compliance team can inspect exactly how any conclusion was reached — no black boxes.

Layer 3: Confidence Calibration

BrainPredict-RL™ calibrates confidence against real business outcomes. If a model overstates certainty, it is automatically recalibrated.

Layer 4: Outcome Tracking

Every prediction is measured against what actually happened and fed back into the model. The system gets smarter with every decision your company makes.

Layer 5: Regulatory Compliance

Pre-built controls for EU AI Act, GDPR, SOX and HIPAA. Every high-risk AI action is classified, documented, and audit-ready.

Layer 6 — The Civilization Layer

From AI Safety to AI Governance

Sentinel keeps AI safe. The Civilization Layer keeps AI governed — by your rules, for your outcomes, always with humans in command.

Enterprise Constitution

Your company's AI rules, enforced in real time

Your board and legal team write policies in plain language — risk limits, ethical red lines, regulatory requirements, data boundaries. BrainPredict translates them into enforcement rules and checks every AI decision against them before it reaches you. If an AI action would violate your constitution, Sentinel blocks it.

Example: "We never make a hiring decision without human sign-off." BrainPredict enforces this automatically across all 17 platforms, forever.

EU AI Act · GDPR · SOX

AI Council

Every major decision debated, not just answered

For material decisions, OTTO chairs a council of AI organs — Finance, Risk, People, Operations, Legal and more — each presenting its analysis independently. You see the majority recommendation, dissenting views, key assumptions, and cross-department risks. The council does not decide. You do — with the full picture in front of you.

Example: "Should we expand to Market X?" Finance sees upside. Risk flags geopolitical exposure. People flags hiring gaps. You see all three before deciding.

17 Organs · Majority + Minority Views

Decision Cards

A permanent, signed record of every important decision

Every material AI decision generates a Decision Card: a cryptographically-sealed document recording which models were used, which organs contributed, the confidence level, the human who approved, and the Sentinel audit reference. Immutable. Board-ready. Regulator-ready.

Example: When the CFO approves an AI-recommended restructuring, the Decision Card records every model, data point, and assumption used — sealed with a SHA-256 fingerprint.

SHA-256 Sealed · EU AI Act Art. 12

Governance Proxy

Govern AI you didn't build

Every third-party AI system in your company — hiring tools, credit scoring, SaaS copilots, RPA robots — passes through BrainPredict's Governance Proxy. It classifies each system by EU AI Act risk level, applies your Enterprise Constitution, logs every decision, and provides an emergency kill-switch. BrainPredict becomes the governance layer for all AI, not just its own.

Example: Your CHRO deploys a third-party hiring AI. Governance Proxy classifies it as high-risk, applies fairness rules, and lets legal stop it instantly if bias is detected.

Any Vendor · EU AI Act Auto-Classification

OrgBrain — Org Simulation

See what a reorganisation will actually cost before you do it

OrgBrain builds a living model of your organisation — every team, role, KPI and workflow — continuously updated from People, Finance, Operations, Risk and Controlling. When you propose a change ("merge these teams", "introduce an AI squad", "centralise procurement"), OrgBrain simulates the full impact: cost, attrition, productivity, customer risk, and strategic alignment.

Example: "Move incident triage to a joint pod." OrgBrain predicts: −8% cost, +15% productivity, +12pp attrition risk in weeks 2–4. COO reviews, modifies, then approves.

People · Finance · Operations · Risk · Strategy

Ecosystem Brain — Industry Early Warning

Know what's coming before it reaches you

When multiple BrainPredict installations detect the same signal — supply disruption, fraud wave, attrition spike, cyber campaign — the Ecosystem Brain surfaces an anonymous early warning to every installation in the affected sector. No raw data is shared. Privacy-preserving aggregation only. You get sector-wide intelligence without exposing your own data.

Example: "Shipping delays forming in your sector. 72-hour window. Pre-book alternative carriers on these SKUs." Approved by your operations director before any action.

k≥50 Anonymity · Differential Privacy

Meta-BrainPredict — Self-Optimising OS

The system improves itself from your decisions

Meta-BrainPredict monitors every decision across all 17 platforms, tracking where AI recommendations were followed and where humans chose differently. It re-optimises routing weights to improve accuracy, adjusts confidence thresholds, and — when it detects a recurring decision type with no dedicated organ — proposes a new platform to your product team.

Example: After 200 override decisions on treasury allocation, Meta-Brain adjusts Finance routing weights and proposes a dedicated Treasury AI organ.

Self-Learning · Platform Proposals

Assured AI Packs

Pre-configured governance templates for regulated industries. Constitution articles, compliance rules, Decision Card formats and audit configurations — ready for your sector.

Financial Services

Healthcare

Public Sector

Manufacturing

Legal & Compliance

See AI Governance in Action

Enterprise Constitution, AI Council debates, Decision Cards and Ecosystem Brain early-warning — all deployed 100% on your infrastructure.