Work we can show you the numbers for
Each of these began as a system that was not working well enough. The metrics are the ones we measured, not the ones that looked best.
Cutting support volume by half with grounded retrieval
A national operator's support assistant answered 19% of queries correctly. Rebuilding the retrieval layer took it to 54% without changing the model.
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Clinical documentation support that clinicians actually trust
Structured note drafting deployed entirely inside the hospital VPC, cutting documentation time 41% with every output clinician-reviewed.
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Automating KYC review without losing the audit trail
Document extraction and verification cut manual KYC review 62% while making every decision reproducible for regulators.
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Semantic search across a 240,000-SKU catalogue
Replacing keyword search with hybrid semantic retrieval lifted search conversion 23% and cut zero-result searches by four fifths.
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Eight times the creative output at a fraction of a cent per variant
A brand-safe generation pipeline producing thousands of on-brand ad variants daily, with human approval before anything publishes.
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CV screening that passes a bias audit
Assistive candidate analysis with documented fairness testing — shortlisting 45% faster with a human accountable for every rejection.
Read the full case studyLet's talk about what you're building
Tell us the problem. We'll tell you honestly whether AI is the right tool, and what it would take.