The AI-IA approach
A human-governed approach to trusted knowledge.
Kraft Consulting uses a human-governed AI and Information Architecture approach that identifies documentation risk, improves findability, and supports trusted knowledge decisions. Five outcomes describe what that delivers. The published research below explains why it matters.
The approach
What this delivers
Five outcomes, in the order they arrive.
Outcome 1. Diagnose Information Risk
Identify where outdated, duplicate, unsupported, or difficult-to-find information creates business friction.
Outcome 2. Improve Structure and Findability
Help organizations establish clearer organization, metadata, ownership, and retrieval paths.
Outcome 3. Surface Evidence
Show why information requires attention and provide evidence for human review.
Outcome 4. Keep Humans in Control
Place approval, rejection, and escalation decisions with an authorized Information Architect or customer representative.
Outcome 5. Build Trusted Knowledge
Support the transition from unmanaged documentation to approved, searchable, and reusable knowledge assets.
The core principle
The core principle
AI identifies and recommends.
Evidence explains the concern.
An authorized human makes the decision.
Insight & research
The thinking behind the approach
A body of published research on the cost of information friction, the valuation gap it creates, and the role of Information Architecture in the age of AI.
Papers by Susan Kraft-Yorke. Property of Kraft Consulting.
Next step
Request a private briefing
A private briefing is a direct conversation about your documentation environment and the business outcome you want to achieve. Qualified discussions can continue under an NDA.