Cognitive Infrastructure Services
Production-grade reasoning systems for high-stakes decisions
AI Strategy & ArchitectureLearn more →
Al for Decisions & OperationsLearn more →
Al for EngineeringLearn more →
AI Strategy & Architecture
Decision architecture for high-stakes AI systems.
We help organizations define how decisions are made, not just what systems are built — making assumptions explicit, managing uncertainty, and ensuring long-term coherence and control.
AI for Decisions & Operations
Structured decision execution under uncertainty.
Operations fail when decisions, assumptions, and execution drift apart over time.
We apply AI to ensure decisions remain explicit, reviewable, and connected to action, preserving context and managing uncertainty as conditions change.
We apply AI to ensure decisions remain explicit, reviewable, and connected to action, preserving context and managing uncertainty as conditions change.
Core Capabilities
AI for Decision Support in Critical Roles
Role-aware, review-ready decision support where accountability matters.
High-stakes roles operate under pressure, incomplete information, and irreversible impact. We provide structured decision support tailored to role-specific responsibility, making assumptions explicit and outputs auditable, explainable, and safe to act upon.Risk-Bounded Decision Modeling
Scenario analysis, trade-offs, and explicit uncertainty handling for high-stakes decisions.
Most failures stem from decisions made as if uncertainty did not exist. We model scenarios, trade-offs, and confidence boundaries, ensuring decisions are made within clearly defined risk limits and degrade safely as inputs change.Decision-Aware Knowledge Systems
Institutional memory that preserves decision context, constraints, and rationale over time.
Knowledge loses value when separated from the decisions it informed. We build decision-aware knowledge systems that retain assumptions, constraints, and prior reasoning — ensuring future decisions remain consistent, grounded, and aligned with original intent.Al for Engineering
Decision continuity for complex engineering systems.
Engineering breaks down when design decisions drift, assumptions get lost, and constraints are no longer explicit.
We apply AI to support engineering decisions, preserving intent, trade-offs, and validation logic across long-running systems — ensuring execution remains coherent, explainable, and production-ready.
We apply AI to support engineering decisions, preserving intent, trade-offs, and validation logic across long-running systems — ensuring execution remains coherent, explainable, and production-ready.
Cross-Cutting Capabilities
Capabilities that apply across all services to ensure reliability, accountability, and compliance.
Governance, Risk & Assurance
High-stakes AI fails when uncertainty is implicit, performance is unvalidated, and decisions cannot be reviewed or trusted.
We embed governance, risk, and assurance directly into decision workflows — making uncertainty explicit, validating outcomes, and ensuring decisions remain auditable, accountable, and aligned with organizational and regulatory standards.
We embed governance, risk, and assurance directly into decision workflows — making uncertainty explicit, validating outcomes, and ensuring decisions remain auditable, accountable, and aligned with organizational and regulatory standards.