Selected work
Four engagements, and the constraints that shaped them.
Clients are anonymised at their request.
These write-ups are illustrative engagement patterns. Figures are representative, not audited.
01 · Logistics · United States
Document intake cut from 9 minutes to 41 seconds per load
Rate confirmations, BOLs and PODs, processed by hand across three shifts.
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02 · Insurance · European Union
Claims handlers answer policy questions in seconds, with citations
Thirty years of policy wordings and guidance, across four languages.
Read the engagement →
03 · Industrial manufacturing · Germany
Visual inspection on the line, offline, at 38 ms
Cloud inference was impossible on the shop floor, so the model runs at the station.
Read the engagement →
04 · Software · United States
Sellers got six hours a week back, and the forecast got honest
A 90-seat sales team whose CRM hygiene depended on end-of-quarter heroics.
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Next step
Your constraints are the interesting part.
Bring the reason this has not worked yet — the residency rule, the legacy system, the cycle time.