Focus
Use Case Discovery
Workshops with business, leadership and IT. Longlist drawn from pain points, data potential and market signals. Not facilitation slides but structured derivation from process reality.
Artificial IntelligenceFrom potential
Use Case Identification
From potential
to portfolio.
Between workshop ideas and productive AI sits prioritization. We find use cases, assess them by value, feasibility and risk, and hand over a portfolio that binds budget instead of hope.
portfolio · prioritize
Why it matters
Pilot graveyards do not form
from a lack of ideas.
Use case workshops usually produce too many ideas, not too few. The real work begins with sorting, scoring and confronting them with reality.
Without a solid scoring framework, budget and attention flow into what is loud, not what works. Feasibility is overestimated, risks are suppressed and governance only arrives after the pilot.
We build a use case catalogue with business and IT that makes business value, data maturity, regulatory constraints and technical feasibility transparent on one page per use case. Decision ready, not just discussion ready.
Expertise
What we do for
your use case portfolio.
Four priorities that interlock in every mandate. From first longlist to a decision ready portfolio.
Focus
Scoring Framework
Assessment by business value, feasibility, data maturity and risk. Uniform criteria, traceable weighting, objective prioritization instead of volume.
Focus
Feasibility Deep Dive
For top candidates a short feasibility test. Data availability, model choice, integration effort and regulatory need reviewed concretely.
Focus
Portfolio Roadmap
Consolidation into a portfolio with clear sequence, budget frame and dependencies. Decision paper for board and steering committee.
Approach
Three stages
to a prioritized portfolio.
Four to eight weeks, depending on organizational breadth. We work with the team that will implement, not a parallel structure.
01
Collect
Structured longlist from workshops, process observation and data analysis. Output: documented use case catalogue at equal detail level.
02
Evaluate
Scoring in the team with uniform criteria. Feasibility tests for top candidates. Output: objective shortlist with business case sketch.
03
Prioritize
Portfolio matrix, dependencies and budget logic. Decision paper for execution. Output: adopted roadmap with go / no go.
Your value
What you take away
after the mandate.
A portfolio that justifies budget, and an organization that can score new use cases on its own going forward.
Transparency
Comparable scoring
Every use case at equal detail level. Decisions become traceable instead of political.
Focus
Prioritized budget
Resources flow to where value and feasibility meet. Fewer pilot graveyards.
Risk
Early clarity
Compliance, bias and data dependency addressed before budget is committed.
Method
Repeatable framework
Your team can score and prioritize new use cases independently after the mandate.
Discovery Call
Ready for a solid portfolio?
30 minutes. Initial assessment of use case potential and prioritization. No commitment.