Potential impact
An example from Marc’s playbook, not a team-specific forecast.
Find where AI helps without hurting quality.
Choose a bottleneck and AI maturity to get a starting workflow blueprint.
A better first workflow
Treat this as a starting point, not a forecast for your team.
Marc’s workflow diagnostic
Choose inputs, then build a starting playbook.
Examples from Marc’s playbook, not forecasts for your team.
What the result contains
A useful starting point, not a guarantee.
Suggested stack
Tools matched to the bottleneck and AI maturity you selected.
Next step
A practical workflow to explore before automating or shipping.