AI Use Case Discovery

A focused workshop format to identify where AI can reduce manual work, improve decisions, or create better customer workflows — and walk away with concrete next steps.

What's included

Inside the engagement

  • Mapping of manual and repetitive tasks across teams
  • Identification of high-value AI opportunities
  • Scoring of use cases by value and feasibility
  • Selection of the best MVP candidates
How it works

Our approach for this service

  1. 1

    Workshop sessions with key stakeholders across relevant teams.

  2. 2

    We catalogue repetitive, time-consuming, or error-prone tasks.

  3. 3

    Each opportunity is scored on business value vs. implementation effort.

  4. 4

    We shortlist 1–3 MVP candidates ready to move into building.

Deliverables

What you walk away with

  • Use case matrix (value vs. feasibility)
  • Prioritized opportunity list
  • Recommended first AI initiatives
Use case spotlight

Real examples

Lead qualification workflow

Score and route inbound leads using firmographics, intent signals and CRM history.

Business value

Sales focuses on the best opportunities first.

Best fit

This is for you if

  • Your team has "we should use AI for X" ideas but nothing concrete yet.
  • You want buy-in from multiple stakeholders before building anything.
  • You need a shortlist, not a 50-page strategy document.
Engagement model

Typically delivered as a Discovery Sprint (1–2 weeks), often followed by an MVP Build.

See all engagement models

Turn AI ideas into a concrete shortlist.