Daxorbyte / Canada
Plan production time around review and revision
AI assistance changes how work is distributed; it does not remove the need for scheduling, approvals and quality control.

Map dependencies
List which tasks depend on an approved design, shot or asset. Parallel experiments can still be blocked by a single unresolved creative decision.
Track realistic costs
Include generation, selection, cleanup and rework in the estimate. Separate a learning experiment from a schedule that a team can reasonably commit to.
Keep a fallback
Preserve a manual route for important deliverables. Review estimates after a pilot and make uncertainty visible rather than presenting a single optimistic completion time.