CI Knowledge Base
Concepts, frameworks, and practices. Filter by persona to see what's most relevant to you.
Filter by persona — interactive
Click a persona to filter. Frameworks like the D.E.S.I.G.N. Protocol will show only when they match your selection.
D.E.S.I.G.N. Protocol
A structured protocol for designing human-AI collaboration: Define, Explore, Scope, Implement, Guide, Normalize. Use it to align stakeholders and sequence decisions.
PractitionerManagerExecutiveWorkforce and Economic DevelopmentIntelligent Work Design (IWD)
Core framework for designing work where humans and AI collaborate. Shifts the unit of analysis from the individual skill to the task and the handoff.
PractitionerManagerWorkforce and Economic DevelopmentCuriosity-Driven Learning
From content delivery to activated curiosity. When and how to trigger emotional relevance instead of coverage.
IndividualPractitionerWorkforce and Economic DevelopmentSPARK Approach
Five stages: Surface, Provoke, Activate, Reveal, Kick-start. A starting point for compressed learning experiences.
PractitionerWorkforce and Economic DevelopmentWhy Most AI Adoption Fails
Credibility, context, and expertise. The human factors that doom well-designed programs.
ManagerExecutiveAssociation LeaderMetrics That Matter
Activity vs. impact. Why ROI and adoption metrics often mislead, and what to measure instead.
ExecutiveManagerWorkforce and Economic DevelopmentAgent Squad Roles
Architect, Interviewer, Guardian, Coach. How these roles shape human-AI collaboration in the Lab.
PractitionerManagerHxM Benchmark Index
Human-by-Machine outcomes. Measuring how effectively human and machine capabilities combine.
ExecutiveWorkforce and Economic DevelopmentAssociation LeaderThe Path Forward
What collaborative intelligence could become if we let go of what doesn't work.
ExecutiveAssociation LeaderIndividual