AI Workflows & Teams
Organize processes, materials and responsibilities so work can be repeated and shared.
Make a one-off method repeatable and transferable
Recommended reading
Should AI Work Live in a Project, Folder, or Conversation?
Give projects, files and conversations distinct roles, with an established place for important results.
Team Adoption & SOPs
- Team Adoption & SOPsHow to Build a Team SOP From a Personal AI WorkflowDocument purpose, roles, inputs, steps, checks, exceptions, and version ownership, then test the SOP with someone who did not design it.
- Team Adoption & SOPsHow Should Teams Assign Responsibility for AI Work?Use a simplified RACI matrix to assign data, process, access, approval, incident, and version responsibilities with explicit escalation paths.
- Team Adoption & SOPsHow to Design a Small, Measurable, Stoppable AI PilotChoose one low-risk use case, a small group, and a short period. Compare quality, time, revision, and failures, then decide go, revise, or stop.
- Team Adoption & SOPsWhat Happens After an AI System Passes UAT?UAT for a market-intelligence pipeline exposes failed cases and informs phased rollout and adoption measures before a team can rely on the system.