01Opportunity mappingAI and automation opportunity map, workflow inventory, value and feasibility assessment, prioritised use cases, risk considerations and a practical roadmap showing where to experiment, implement or leave the process unchanged.
02Workflow designFuture-state workflow, data and system requirements, human-in-the-loop controls, approval and exception paths, prompt or automation logic, ownership model and implementation requirements for the selected use cases.
03AdoptionPilot and rollout plan, testing criteria, governance and usage guidance, adoption support, performance measures, issue and feedback process and recommendations for expanding, improving or stopping the workflow based on evidence.