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DEVCNX/learning
03Integrated evidence

Applied AI and Workflow Design — Checkpoints

Read the checkpoint before starting a level. It defines what proficiency will require and prevents the modules from feeling like unrelated content consumption.

03-F

Bounded Pilot Design

Map a current workflow, identify intervention points, define human-AI roles, and produce a safe pilot charter with baseline, controls, exceptions, and stop conditions.

03-P

Evidence-Based Workflow Redesign

Produce current and future states, data/context flow, responsibility matrix, exception register, scorecard, and a continue/change/stop recommendation based on a pilot or credible simulation.

03-A

Governed Workflow Portfolio

Create a multi-workflow portfolio with shared capabilities, orchestration boundaries, operating model, evaluation, incident and change controls, and scale/transfer plan.