Work
These examples show the kinds of problems we work on, the approach we took and what was delivered. Some client details are anonymised to respect confidentiality.
Examples marked “Illustrative” describe typical projects of this kind rather than a specific client engagement.
Illustrative example
Logistics · Mid-sized business
7 weeks · 4 min read
Replacing an unreliable chatbot prototype with a retrieval-augmented assistant that cites its sources and is measured against a test set written by the people who use it.
Illustrative example
Food distribution · SMB
10 weeks · 4 min read
Replacing spreadsheet averages with SKU-level forecasts that feed straight into the ordering process, cutting stock-outs on fast movers and write-offs on perishables.
Illustrative example
B2B SaaS · Product company
8 weeks · 4 min read
Turning a promising but unmaintainable churn model into a tested, monitored service that the product team can call and anyone can retrain.
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