Macro Workflow Roles

Macro Workflow Roles

Macro Workflow Roles maps the major roles that humans and AI each play in high-value knowledge work, distinguishing what to delegate to AI from what remains distinctively human. Click on the image for the full-size PDF. Overview Most conversations about applying AI to...
Workflow Principles

Workflow Principles

7 principles to frame how we think about Humans + AI workflow. Click on the image for the full size pdf. Value Everyone has unique and valuable abilities Augment The best use of AI is to amplify people’s capabilities Skills We need to learn how to use AI effectively...
Levels of Humans + AI in Organizations

Levels of Humans + AI in Organizations

Click on the image for the full size pdf. Levels of Humans + AI in Organizations Ecosystem Value Co-creation OverviewCross-organizational network of human experts and autonomous agents co-creating solutions and value across boundaries. Features Processes for clear...
Success Factors: Humans + AI Teams

Success Factors: Humans + AI Teams

The factors and principles that drive the success of human-AI collaboration in organizations. Click on the image for the full size pdf. Success Factors: Humans + AI Teams Human ownership of outcomes Humans remain ultimately responsible for decisions, ethics, and...