PHASE 4
Department-Specific AI 102
Where ROI Becomes Operational
Generic training is where ROI dies.
AI 102 is the deep dive. We work department by department to redesign real workflows so AI becomes operational, not aspirational.
Built around your workflows. Not a generic curriculum.
Why this matters now
Your team learned the basics, but results are inconsistent. People revert to old habits because AI is not embedded into how work actually gets done. Productivity gains remain theoretical.
AI 102 turns skill into systems. We map AI directly to the work your departments do every day, creating workflows that stick and ROI you can measure.
The transformation you'll see
- Workflow redesign that eliminates repetitive tasks permanently
- Role-specific use cases teams actually use (not generic examples they forget)
- Internal AI champions who sustain momentum without external dependency
- Measurable efficiency gains tied to department KPIs (time saved, errors reduced, revenue protected)
- Cross-functional collaboration as departments share what’s working
- Confidence to tackle complex challenges AI was built to solve
How we make this happen
- Department discovery sessions that map current workflows to AI opportunities
- Custom prompt libraries organized by function (sales, finance, operations, project management)
- Hands-on labs using real work inputs from your team’s daily tasks
- Adoption support to ensure consistency across the department
- Templates and playbooks teams reference long after training ends
- Executive readout showing time saved, processes improved, and next-stage ROI potential
Phase 4 is where AI stops being interesting and starts being useful.
“Michelle's AI strategies have helped me drive smarter decision-making, unlock new efficiencies, and gain insights that have elevated my national business development efforts. Her expertise is unmatched, keeping me competitive in a fast-paced global market.”
Tessa Kemp
Enterprise Business Development Executive, MSC Industrial