Organizational Redesign

Organizational Redesign

Organizational Redesign maps the core patterns for redesigning organizations around humans and AI, from automating individual roles to orchestrating dynamic human-AI workflows. Click on the image for the full-size PDF. Overview As AI becomes capable of real work, the...
AI Capabilities Spiral

AI Capabilities Spiral

The AI Capabilities Spiral ranks eight modes of human-AI interaction by their developmental value, from task outsourcing that builds nothing in the user to a co-evolution flywheel in which human and AI grow together. Click on the image for the full-size PDF. Overview...
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...