







The large multi-location franchise organization reframed a planned software rollout as an education program. It ran a virtual literacy primer, an on-site executive workshop, and cohort training of 30 employees across three 90-minute sessions over three weeks, and rewrote its restrictive AI policy into a usage framework. Thirty days after training, employees reported saving six hours a week — about $780,000 in projected annual productivity value for the 140-person HQ team.
The approach was AI workforce enablement: a virtual primer, an executive workshop, and cohort-based training rather than a software deployment. ChatGPT Enterprise was the designated platform, and a live SuperWhisper demonstration was used in the executive workshop.
Three outcomes: employees reported saving six hours per week on average in the 30-day post-training survey, that time translated to $780,000 in projected annual productivity value for the 140-person HQ team, and AI literacy across the organization improved by 60% against the baseline measured at the start.
Time to results was in the 6–12 month range, including roughly four months just to get executive alignment, with cohort training itself running three sessions over three weeks.
Large multi-location enterprises and franchise organizations with resistant leadership or no AI policy, where education and change management must precede any technology deployment.