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Case study · AI enablement
AI for Business
Applied-AI program for a live business audience
We built AI for Business a cohort program plus a library of ready-to-run workflows, so a room of non-technical operators could leave each session with AI actually running in their business.
Outcomes
- Took a room of non-technical operators from curious to shipping in one session.
- Built a library of 30+ ready-to-run workflows attendees could deploy the same day.
- Held a 94% completion rate across twelve cohorts.
- Cut the average operator's manual admin from ~18 hrs/week to ~5.
- Turned one-off talks into a repeatable, measurable program.
1,400+operators trained
4.8/5average session rating
Workflows shipped per quarterReusable templates added to the library each quarter.
Manual admin per operatorHours/week spent on work AI now handles.
Completion
The challenge
Plenty of business owners had seen AI demos but couldn't translate them into anything running in their own company. Talks inspired the room and then nothing shipped.
The solution
- Designed a cohort program that ends each session with a working build, not just notes.
- Packaged the most-used patterns into a library of ready-to-run workflows.
- Gave every operator a template they could deploy in their own tools that day.
- Tracked completion, ratings, and shipped-workflow counts to keep improving the curriculum.
In their words
"People left having actually built something. That never happened with the old workshops."
Program lead, AI for Business
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