Every BrainPredict subscription ships with the same 33-component standard architecture. Whichever platforms you activate, the foundation underneath is identical: the Intelligence Bus, MoE Router, OTTO, Sentinel, BrainBrowser, AI Calendar, governance, learning, verification and post-quantum security.No add-on fees. No tier gating. Same architecture for everyone — Starter to Custom.
The 33 components below are not features — they are the operating system. Every platform core class integrates with every component, which is why a Sales prediction can trigger a Supply re-plan, why every output is verified by Sentinel and BrainBrowser, and why governance, learning and post-quantum security are uniform across the estate. Source of truth: BRAINPREDICT_ARCHITECTURE_BIBLE.md.
Grouped into four capability layers. Component numbers map to the canonical order in the Architecture Bible.
The nervous system of BrainPredict. Routes event types across cascade patterns in real time. Every activated model communicates with every other, enabling cross-domain intelligence.
For every query, activates the 8 most relevant domain experts, aggregates via consensus, delivers a verified confidence-scored response.
Guarantees data integrity end-to-end across the Intelligence Bus.
Edge-ready inference without GPU dependency across all 602 models.
High-throughput columnar data ingestion across all platform feature pipelines.
On-premise Retrieval-Augmented Generation. OTTO answers from verified company knowledge, not hallucinated content.
Real-time schema validation, anomaly detection and lineage tracking at every ingestion point.
Auto-discovery engine scanning customer systems across 25 categories. Customer-specific connectors activated per offer.
Dual-model conversational AI. Single interface to all activated models — voice and text, in the user’s language, across all business domains.
Moves beyond correlation to causation — telling decision-makers not just what will happen but why.
Daily C-suite intelligence digest. Synthesises signals from all activated models into a single ranked brief before the first meeting of the day.
EU AI Act Art. 14 human-oversight layer. High-stakes decisions escalated to structured AI Council deliberation — cryptographically signed and stored on immutable AuditChain.
Any AI signal fans out to all 21 platforms in <500ms — one insight, coordinated action across all domains.
6-layer enterprise digital twin. Powers what-if simulation and predictive scenario planning across all activated models.
For high-stakes decisions, OTTO convenes a swarm that debates, cross-checks and reaches consensus before presenting a recommendation.
5-layer AI safety OS. Every model output passes through Sentinel before reaching the user — bias detection, hallucination filtering, regulatory compliance, full audit trail.
6-layer AI output verification. Cross-source validation, statistical coherence, semantic consistency, temporal stability, source credibility — computes a BrainScore for every AI response.
Reinforcement learning layer that continuously improves all activated models from observed outcomes. The system gets smarter with every use.
4-layer output verification. Ensures every AI output is grounded in fact before it reaches a decision-maker.
90%-guaranteed confidence intervals on every prediction. EU AI Act Article 13 transparency obligation — satisfied by design.
Absorbs new data in <42s without full retraining. Every Intelligence Bus event can trigger a model update.
Privacy-preserving distributed learning. Models improve from aggregated gradients — no raw data shared.
Zero-knowledge collective learning layer enabling cross-organisation improvement.
The self-evolving layer of BrainPredict. The platform gets smarter, more contextual and more autonomous over 6 phases without redeployment.
Connects AI predictions to business calendars — budget cycles, board meetings, supply reviews, campaign launches — so insights arrive when they can be acted on.
Governance and ethics framework. Encodes the organisation’s values, decision principles and regulatory constraints into every AI decision.
Continuous 23-regulation compliance monitoring — not a report, a live system.
Auto-generated 23-regulation compliance report, post-quantum signed.
18-model AI-in-the-loop cybersecurity ensemble. Detects, classifies and triggers coordinated cross-platform response in <3s.
Live competitive intelligence benchmarks via zero-knowledge proofs. Your KPIs vs sector peers — without sharing any internal data.
Automated EU AI Act compliance from Art. 9 to Art. 83 — all auto-generated and signed by Sentinel.
Quantum-resistant by default — not an add-on. Every Intelligence Bus event is post-quantum secured.
CKKS homomorphic encryption. Selected computations run directly on encrypted data.
Every platform you activate inherits these 33 components automatically. Pick your platforms, set your licence tier — the architecture is the same.