01
Talk to the front line
We interview the staff and customers closest to the problem, because the real bottleneck is usually not the one named in the brief.
Find the highest value AI use case first
What it does
Capabilities
Everything included, nothing bolted on after the fact.
- Stakeholder and staff interviews
- Customer and end user conversations
- Pain point and cost mapping
- Use case shortlist and scoring
- Value and effort assessment
- Demand and repeatability checks
- First project recommendation
- Measurable success criteria
Why it holds up
Built on four things we don’t bend on.
Honesty
We tell you what AI can and cannot do, then we ship the part that pays for itself.
Craft
Production systems, not slideware. Built around how you actually work.
Speed
Find the one workflow costing the most, ship it to production, prove the return.
Care
Success is hours given back to people and dollars saved. Never the size of the invoice.
What you get
The build itself, not a proof of concept.
02
Follow the pain
We look for the workflow that burns the most hours, loses the most leads or causes the most frustration, and size the cost of leaving it alone.
03
Test the demand
We check the pain is real and repeatable before committing a budget to it, so you are not funding a nice to have.
04
Pick the wedge
We recommend one clear starting point with a return you can measure, so the first project earns the right to the second.
Questions
FAQ
We interview the staff and customers closest to the problem, follow the pain to find the workflow burning the most hours or losing the most leads, and test that the pain is real and repeatable.
No. Most AI projects fail because they build the wrong thing well, so we spend time in your business before writing a line of code, rather than starting from a use case you have already picked.
We talk to the front line and the customers directly, because the real bottleneck is usually not the one named in the brief. We also size the cost of the problem and test the demand before recommending anything.
One clear starting point, a use case shortlist scored on value and effort, and measurable success criteria, so the first project earns the right to the second.
Get in touch
Talk to us about customer discovery
Tell us what you’re trying to do and we’ll reply with how we’d build it, no obligation.
You back a first AI project you can defend, aimed at a problem people actually have, with a payoff clear enough to know when it worked.
Let’s talk