Worked examples
How the method plays out, in scenario form
These are illustrative scenarios showing our methodology — not customer stories. The domains and the approach are real; the organisations, people, and any figures in each scenario are illustrative, not drawn from a specific engagement. Real case studies are published only with a customer's verified data and written consent.
Mid-market operations
Automating a manual intake workflow without breaking it
A scenario showing how discovery separates the parts of an operations workflow worth automating from the parts that need a human in the loop — and how the pilot is scoped around the former.
Professional services
Surfacing the right document in a firm that runs on precedent
A scenario about retrieval over a firm's own historical work product — where the real difficulty is document quality and structure, not the model choice.
Data-quality-first build
Why the pilot started with the data, not the model
A scenario illustrating a build where early effort went into making the underlying data trustworthy enough to build on, before any model work began.
Inbound / voice
Handing a voice workflow from pilot to production ownership
A scenario on embedding a voice-based intake system into a live operation, drawing on delivery patterns also used in VexioHQ, our inbound AI voice product.
See it applied to you
The fastest way to see how this method fits your team is to start one.
An AI-readiness discovery maps where your data and workflows stand before any pilot work begins.