Use-Case Portfolio & ROI Lab
A structured working session for CEO, CFO, COO and CDO teams that turns a scattered list of AI ideas into a prioritized portfolio with explicit ROI assumptions and a 90-day roadmap.
Who it is for
Leadership teams with more AI ideas than capacity, who need to decide where to invest first — and defend that decision with numbers.
The problem — and why now
AI budgets are now scrutinized for return, not novelty. Without a shared prioritization logic, investment spreads thin across pilots that never reach material impact.
Scope
Use-case portfolio
A consolidated inventory of candidate AI use cases across the business.
Prioritization matrix
Each use case scored on value, feasibility and time-to-impact.
Risk / value map
Where return is highest relative to operational and regulatory risk.
ROI assumptions
Explicit, challengeable assumptions behind each business case.
90-day roadmap
A sequenced plan for the use cases worth starting now.
How we work
- 01Pre-work: collect candidate use cases and available data from your teams.
- 02A facilitated portfolio and prioritization workshop with leadership.
- 03ROI modeling and risk/value mapping of the shortlisted use cases.
- 04A decision-ready portfolio and 90-day roadmap.
What you receive
- —A prioritized AI use-case portfolio.
- —A value, feasibility and risk scoring matrix.
- —Documented ROI assumptions for each priority case.
- —A 90-day execution roadmap aligned to leadership.
Request an ROI Lab session
Tell us how many teams and AI ideas you need to prioritize and we will propose a workshop format.
AI Scaling Office Retainer
An ongoing advisory engagement that gives your leadership team a dedicated AI scaling office — steering execution from pilots into governed, measurable operations.