A practical guide to designing an AI marketing platform pilot program for multi-location brands, including scope, success criteria, stakeholder roles, and the conditions that should be true before expansion.
A practical guide to rollout gates for multi-location AI marketing platform projects, including pilot exit criteria, go-live checkpoints, and how to scale without pushing immature workflows into every market.