What This Service Delivers
From scattered ideas to a ranked opportunity set
1-2
Day Workshop
Focused sessions with cross-functional teams
5-10
Opportunities Surfaced
Mapped to real workflows and data sources
Top 3
Prioritized for Action
Scored by ROI, data readiness, and complexity
Impact
What changes after discovery
Aligned
Stakeholder agreement
Operations, IT, and leadership leave with a shared view of where AI fits.
Scoped
Problem definitions
Each opportunity has clear boundaries, data requirements, and success criteria.
Funded
Path to pilot
The top use case is ready to move into a pilot build immediately.
Client Stories
How discovery changed what teams built
A supply chain organization ran a two-day workshop and discovered that their highest-value AI opportunity was in exception handling, not demand forecasting as originally assumed.
By mapping actual process steps and measuring time spent on manual work, the team reranked their backlog. The exception handling pilot launched first and delivered results within four weeks.
Deliverables
What you receive
Pre-Workshop Assessment
Intake and scoping
Stakeholder interviews and process documentation review to focus the workshop on the highest-value areas.
Facilitated Workshop
1-2 day session
Cross-functional sessions mapping workflows, identifying pain points, and brainstorming AI interventions.
Opportunity Scorecard
Prioritized output
Each opportunity scored on business impact, technical feasibility, data readiness, and integration complexity.
Workshop Report
Executive summary
Documented findings, recommended next steps, and a proposed pilot scope for the top-ranked opportunity.
Related Use Cases
Common outcomes from discovery workshops
AP invoice exception automation
Invoice exception triage and routing that shortens resolution cycle time.
Ready-to-ship prioritization
Real-time order prioritization so shipping executes the right work first.
