Practical resources
Better evidence before an AI commitment.
These tools help an operations leader make the current work, constraints, and next decision visible. They are decision aids—not promises of savings or a substitute for technical, security, privacy, or commercial due diligence.
Start with one workflow
Choose the evidence you need next.
Use one resource at a time. Bring the output into a working conversation with the people who own and perform the work.
AI Workflow Opportunity Scorecard
Score a workflow across value, process clarity, data and access, adoption controls, and ownership.
Open the resourceManual-work baseline calculator
Turn the people, hours, and loaded cost behind repetitive work into a transparent monthly and annual baseline.
Open the resourceAI automation readiness checklist
Use a concise facilitation checklist before asking a team to evaluate an AI or automation change.
Open the resourceAI workflow assessment guide
Understand the evidence, questions, safeguards, and decisions that make an assessment useful.
Open the resource