Your Best AI Use Cases Are Hiding in Plain Sight
Workshops surface the loudest ideas, not the best ones. The real opportunities are buried in the daily friction your team has stopped noticing.
The Use Case Discovery Brief maps operational pinch points across your teams and uses AI to surface, cluster, and rank the automation opportunities with the highest impact. No workshops. No guesswork. Just data.
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Take our 2-minute AI Readiness Scorecard
Theme Clusters
AI clusters pinch points into actionable themes across your teams
Decision Board
Drag-and-drop triage board for leadership prioritisation
Pinch Point Capture
Participants map friction points across 10 workflow categories
AI Probe Engine
Intelligent follow-up questions that dig deeper into each pinch point
Strategic Use Cases
Use case data feeds your AI Adoption Heartbeat dashboard
Theme Clusters
How It Works
Three steps from hidden friction to prioritised use cases
Invite Your Team
Share a secure link with participants across departments and roles
Map the Pinch Points
Each person identifies where time is lost, effort is wasted, and workarounds have become routine
AI Does the Analysis
The platform clusters patterns, scores feasibility, and surfaces use cases you would never have found in a workshop
What You Get
Six deliverables that turn operational noise into a prioritised AI roadmap
Pinch Point Map
Every operational friction point surfaced across your teams, clustered by theme and department
AI Use Case Rankings
Prioritised list of automation opportunities scored by feasibility, impact, and complexity
Seven Characteristics Analysis
Each use case evaluated against data availability, process stability, error tolerance, and four more dimensions
Decision Board
Interactive triage board to prioritise use cases with your leadership team - meeting-ready, projector-first
Opportunities Dashboard
Every use case mapped to a recommended phase with next steps, partner talking points, and ROI indicators
Strategic Dashboard Integration
Results feed directly into your AI Adoption Heartbeat - track use case progress alongside readiness and people data
See the Decision Board in Action
Your AI strategy meeting, live on screen. Drag to prioritise. Decide together.
Per person
Analysis
Use Cases
Decision Board
Most AI Roadmaps Start With the Wrong Use Cases
Leadership picks the flashy projects. Consultants recommend what they can sell. Meanwhile, the processes costing you the most time and money go unnoticed because the people living with them have stopped complaining.
The Use Case Discovery Brief flips this. It goes straight to the people doing the work, maps every friction point, and lets AI find the patterns. The result is a use case list ranked by real operational impact -- not boardroom assumptions.
Pair it with a Decision Brief for readiness context and a Champion Discovery Brief to know who should lead each initiative. All three feed your Strategic Dashboard.
View PricingFrequently Asked Questions
Everything you need to know about the Use Case Discovery Brief
Do we need a Decision Brief first?
No. The Use Case Discovery Brief is fully standalone. It focuses on operational friction and automation opportunities, not organisational readiness. That said, pairing it with a Decision Brief gives you the complete picture - where you stand and where to invest.
How is this different from a workshop?
Workshops surface the loudest voices. This surfaces every voice. Each participant maps their own friction points independently, then AI clusters patterns across the whole team. You find use cases that would never emerge in a group setting - the quiet frustrations, the workarounds people have normalised, the opportunities hiding in plain sight.
How long does it take per person?
About 10-15 minutes. Participants map their operational pinch points through a guided flow - no typing essays, just structured selections with optional detail. The AI follows up with targeted probes based on their answers.
What happens after we get our use cases?
You get a prioritised list with feasibility scores and a Decision Board for leadership triage. From there you can move straight to piloting, use the Opportunities tab to build a delivery roadmap, or engage us for implementation support.
Can partner agencies run this for their clients?
Yes. Our Partner Programme lets agencies deploy Use Case Discovery Briefs under their own brand, with toolkit support including email templates, exportable visuals, and client talk tracks.
Find the AI Opportunities Your Team Already Knows About
Stop guessing where AI fits. Let your team show you -- in 15 minutes each.