The work

Systems we ship.

Our engagements run under NDA, so what follows names the industry, the mechanism, and the numbers rather than the client. Worked scenarios are labelled as such. References come with the diagnostic.

Each case is listed with the outcome it produced, the industry it landed in, and the system behind it.

DistributionIn production

Override rate 22% and falling by week four

Nine years of ERP history, turned into demand forecasts, risk scores, and anomaly flags on the dispatch screens the planners already used.

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ManufacturingWorked scenario

A three-day, four-person question, answered in minutes

An agent that reads the contracts, service levels, and open orders you already have, shows its working as auditable tool calls, and cites the clause behind every claim.

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InsuranceWorked scenario

The underwriting queue stops being first-in, first-out

Scoring models trained on years of claims history, with the score inside the underwriting queue next to the submission and the drivers spelled out.

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The next one is scoped from your diagnostic.

Every build starts with the same two weeks inside your operation. Tell us what's slow.