Use Cases, Pilots, & Change Enablement

We help institutions identify high-value AI use cases, design effective pilots, and build the campus support needed for adoption. Through clear priorities, pilot evaluation, and faculty and staff engagement, organizations move from experimentation to scalable results.

What We Do

• Use-case portfolio design tied to student and staff value (not just automation)
• Pilot design, evaluation, and scaling plans (metrics: usage, incidents, cost, outcomes)
• Faculty/staff enablement and AI literacy workshops grounded in workflows
• Listening sessions/campus conversations to build trust and surface reality

What Members Get

• A prioritized portfolio (what matters most, with sponsors/owners)
• Pilot scorecards and evaluation criteria
• A path from pilot → scale that avoids fatigue and "pilot graveyards"