Deterministic Design
The OMNICORE architecture replaces probabilistic generation with deterministic routing. An immutable Master Orchestration layer governs an array of isolated specialist intelligence domains.
Select a layer to explore the architecture.
Anatomy of the Stack
Organisation Boundary
The outermost perimeter. OMNICORE sits entirely within this boundary, whether deployed on-premises, in a private cloud, or fully air-gapped. No data traverses this boundary to external public models.
Identity & Access
Integrates with enterprise IAM (e.g. Active Directory, SAML) to authenticate users and systems, ensuring that intelligence access is strictly role-based.
Master Orchestration
The central intelligence router. It receives queries, determines the optimal specialist domain to handle the task, and orchestrates complex multi-step workflows.
Policy & Governance
A deterministic rules engine that sits in the execution path. It enforces compliance checks, data masking, and human-in-the-loop approval requirements before routing to domains.
Specialist Intelligence Domains
Bounded processing environments (e.g., Legal, Engineering, Finance). Each domain contains specialised models and context, completely isolated from other domains to prevent cross-contamination.
Controlled Memory Access
Governs how domains read from and write to the enterprise knowledge base. Ensures that an engineering query cannot access HR salary data, enforcing strict compartmentalisation.
Audit & Traceability
An immutable ledger of all system actions. Every prompt, routing decision, policy check, and generated response is cryptographically logged for forensic review.
Response Synthesis
Assembles the final output from various domains, ensuring it meets the user’s clearance level and the organisation’s communication policies before delivery.
Core Principles
Absolute Data Sovereignty
Your data, your models, your infrastructure. OMNICORE operates entirely within your defined perimeter, ensuring no intellectual property ever feeds external, public AI systems.
Deterministic Governance
AI cannot govern AI. OMNICORE uses deterministic, rules-based logic for routing and policy enforcement, ensuring compliance boundaries are never hallucinated.
Domain Compartmentalisation
Intelligence is siloed by design. Legal operations cannot access engineering IP; finance cannot access HR data. The architecture enforces strict internal boundaries.