Organizational Redesign

Organizational Redesign

A map of core patterns for organizational redesign. Click on the image for the full size pdf.   Humans + AI: Core patterns for organizational redesign Worker value shifts Automation Human worker → Substitution → Digital worker Productivity Human worker → Task...
AI Capabilities Spiral

AI Capabilities Spiral

Click on the image for the full size pdf.   AI Capabilities Spiral Co-Evolution Flywheel Symbiotic loop Interaction: Continuous human-AI interplay grows an adaptive knowledge graph. Value: Generates emergent insights while fostering continuous mutual growth and...
Building an AI Roadmap

Building an AI Roadmap

Click on the image for the full size pdf.   Building an AI Roadmap Roadmap Development Elements Phases Milestones Resources Metrics Principles Strategic alignment Iteration and learning Parallel development Capability development Organizational transformation Success...
AI-Driven Business Model Innovation

AI-Driven Business Model Innovation

Click on the image for the full size pdf.   AI-Driven Business Model Innovation   DRIVING FORCES of AI evolution Exponential growth in AI capabilities Increasing value of data ecosystems Real-time decision-making Acceleration of the economy Automation of cognitive...
AI Levels of Delegation

AI Levels of Delegation

A map of levels of AI delegation in decision-making. Click on the image for the full size pdf.   Levels of AI Delegation in Decision-Making Beta v1   Human only Description: Decisions made solely by humans without any AI assistance. Example: High human...