DECIDE
Can we confidently commit?
Prepare consequential decisions with explicit evidence, assumptions, blockers, conditions and accountable human review.
DecisionReady
Governed enterprise AI systems
Governed AI systems for high-stakes enterprise work.
CAI builds productised systems for decisions, assurance and transformation where evidence, rules, AI reasoning and human authority must remain traceable.
The operating problem
AI becomes useful when it is embedded in a governed operating system.
Consequential enterprise work rarely fails because a model cannot generate text. It fails when evidence, rules, judgement and action are disconnected.
Evidence lives across systems, documents, spreadsheets and teams.
Deterministic rules and AI interpretation are often mixed together.
Human authority becomes implicit instead of attributable.
Actions, changes and outcomes are difficult to reconstruct later.
Decide · Assure · Transform
Three enterprise outcomes. One governed product philosophy.
CAI is organised around the operating question the enterprise needs to answer, not around generic AI features.
ASSURE
Can we confidently rely on it?
Make the evidence-to-professional-decision chain explicit, current and defensible.
AuditEvidence
TRANSFORM
Can we confidently change it?
Run consequential change through governed discovery, planning, approval, evidence and verification.
PQM · Controlled Conversion
Product portfolio
Systems you can open and examine.
Each product addresses a bounded enterprise job with explicit evidence, control and human-authority boundaries.
DECIDE
DecisionReady
Governed decision preparation for material enterprise proposals, with explicit evidence, assumptions, blockers, challenge questions and human review.
ASSURE
AuditEvidence
A governed evidence-to-professional-decision workbench for internal audit and IFC, from evidence request through review, conclusion and sign-off.
TRANSFORM
PQM
Post-Quantum Migration OS
An evidence-led operating system for post-quantum migration, connecting discovery, inventory, prioritisation, planning and verification.
TRANSFORM
Controlled Conversion
Move business-critical spreadsheet logic into a controlled application, with specification, historical replay and the Equivalence Protocol before trust transfers.
Common architecture
Separate what the system knows, what AI interprets and what a human decides.
The products differ by domain. The control architecture remains deliberately consistent.
- 01System truth
- 02Deterministic rules
- 03Bounded AI reasoning
- 04Human authority
- 05Controlled action
- 06Provenance
Provenance before narrative
Source-backed facts, deterministic logic, AI inference and human judgement remain distinguishable.
Automation is earned
Consequential approval, reliance and sign-off remain explicit and attributable.
The basis stays inspectable
The system preserves enough context to understand how a governed outcome came into existence and what changed.
Trust by construction
Serious enterprise AI should expose its basis, not hide behind a score.
CAI is designed around provenance, explicit uncertainty, rule trace, bounded model assistance, human decision rights, overrides and auditability.
Explore the trust modelCAI & StrategyStudio
Design the operating system. Productise the recurring work.
StrategyStudio helps design decision and governance systems. CAI turns selected recurring enterprise work into governed products. CAI can be engaged directly; StrategyStudio is not a prerequisite.
Start with consequential work