Worked examples

How an engagement is scoped, measured and handed over.

We have no permissioned client case studies yet, and we will not invent them. What we can show is the method: three anonymised, illustrative engagements with the metrics we would agree up front, the gates, and what you would be left with.

Three worked examplesAnonymised and illustrativeNot past results
Applied AI delivery · UK motor insurer STP rate straight-through processing rate: the number the engagement would be paid on

Claims triage: moving motor claims to straight-through processing, with the eval set built first.

12–14 weeks · Both founders
Data platforms · Gulf retail group 0 outages during the parallel run: the gate for every cut-over

Lakehouse migration: a dozen legacy marts to one Iceberg catalogue, with zero reporting downtime as the gate.

12 weeks · Both founders
Applied AI delivery · European logistics operator Accept rate recommendation acceptance rate: the number we would be paid on, measured weekly per depot

Route assistant: a recommendation layer dispatchers actually accept, measured depot by depot.

12 weeks · Both founders

Worked examples · anonymised and illustrative · to be joined by permissioned client write-ups as engagements complete

Your engagement would be written up like this.

Numbers agreed in the statement of work, measured weekly, published at exit, whether or not we are re-engaged.

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