CIE CONSULTING
Make better AI decisions.
Start with context.
Work with Craig Stuart on AI strategy, contextual reasoning and governance. Explore where AI can help your organisation, what evidence its decisions need and how people stay in control.
AI trust & resilience.
Read the practical framework for evidence, authority and decisions under changing conditions.
Read the report →FREE ASSESSMENTContextual Reasoning.
Answer 12 questions about one AI use case and see your readiness snapshot.
Start the assessment →CONSULTING SERVICES
From AI opportunity
to accountable action.
AI opportunity and use-case review
Identify the decisions, workflows and information sources where AI could create value. Examine the current process, the desired outcome and what a useful first step would require.
Contextual reasoning and decision validity
Map the evidence, history, assumptions and changing conditions behind important decisions. Design ways for AI to recognise missing context and revisit reasoning when circumstances change.
AI governance and agent oversight
Define the boundaries for AI and agent activity, including permissions, evidence requirements, human review and escalation. Connect those controls to the decisions and actions they govern.
CIE evaluation and pilot scoping
Assess where CIE’s model-independent cognitive infrastructure could fit your existing systems, models and agents. Scope a focused evaluation around your use case and success criteria.
WORKSHOPS & BRIEFINGS
The Age of Context.
Applied to your organisation.
Explore the ideas behind The Age of Context through a tailored discussion or workshop. Use your own AI questions and workflows to examine how context changes what an answer or action means.
Enquire about a workshop →A PRACTICAL STARTING POINT
Your decisions.
Your operating context.
Whether you are assessing a first AI use case or governing connected agents, the starting point is your organisation’s decisions, evidence and operating context.
Explore a focused question, establish what success would look like and identify the information and oversight needed to move forward.
Explore CIE application examples →WORK WITH CRAIG STUART
Technology, context
and human judgement.

Craig Stuart
Founder & CEO · CIE Systems
Author of The Age of Context. Working Group 2 Chair and UK Ambassador at the AI Governance Corridor.
More about Craig and CIE →Discuss your AI
priorities.
Tell us the decisions, workflows or AI systems you want to explore.
