CLC Labs AI operations resource
Printable Workflow Assessment Scorecard
Find the workflow where AI might actually reduce manual work. Use this scorecard to rank messy internal workflows by pain, frequency, ownership, risk, and feasibility before you waste time on the wrong AI project.
Rank use cases by value and risk
Identify governance gaps early
Choose a measurable pilot
Inside the worksheet
A fast filter before you build.
Compare candidate workflows across value, repeatability, input quality, automation risk, and governance needs. The output is a ranked shortlist, not a vague brainstorming session.
Business value
Revenue, margin, retention, cycle time, or executive visibility.
Operational drag
Manual repetition, handoffs, review loops, and exception handling.
AI fit
Clear inputs, acceptance criteria, tool needs, and measurable outcomes.
Governance risk
Data sensitivity, policy boundaries, audit needs, and rollback path.