CONTEXTUAL REASONING
Contextual reasoning.
Decision validation.
Give AI the right evidence for the task, the project and the purpose. CIE connects information with its history, sources and governing conditions to support more accurate, relevant outputs and better-informed decisions.
THE VALUE
Better-supported answers
Ground AI output in relevant evidence, its provenance and current validity. Surface contradictions and missing support so reviewers can focus on what needs attention.
Keep each project in context
Keep project evidence, reasoning history and saved results separate. Explicit project and purpose permissions control which context each user or integration can access.
A connected evidence picture
Reduce the work of reconstructing history across applications, records and prior actions.
Contradictions made visible
Bring conflicting evidence into the reasoning behind an action, so it can be examined rather than overlooked.
A clearer basis for review
Use context lineage and evidence reasoning to support accountable professional judgement.
HOW IT WORKS
From information to
contextual reasoning.
AI already uses prompts, history and retrieved information. CIE’s role is to reconstruct context across systems and connect evidence, contradictions and prior activity to decision reasoning.
01 / Connect
Enterprise event ingestion brings information from connected systems into the cognitive layer.
02 / Reconstruct
Context reconstruction and lineage establish the history and sources relevant to the decision.
03 / Examine
Evidence and decision reasoning, including contradiction detection, examine how the information relates.
04 / Govern
The resulting reasoning supports policy and behavioural controls, with decision and audit receipts.
Explore CIE in action.
Discover the decisions, industries and AI environments where context matters.
Explore the Casebook →WITHIN YOUR EXISTING INFRASTRUCTURE
One shared cognitive layer.
Designed for Microsoft / Copilot / Power Platform, enterprise applications, AI models and APIs, agent architectures and private or self-hosted deployments. Integration and your policies determine which activity passes through CIE.
Enterprise systems
CIE
Reasoning & governance
Models · Agents · Actions
Discuss CIE for
your organisation.
Choose a convenient time for a 30-minute introductory call.