Domains where deep context matters.

Finance, healthcare, retail and e-commerce, manufacturing, education, public sector, logistics and media and telecom. Eight sectors where we have shipped repeated production work over a decade.

Every regulated engagement starts with a controls mapping — we identify the regimes you operate under, design data flows accordingly and bring SOC 2-aligned engineering practices. We routinely operate inside client VPCs, sign DPAs and support penetration testing.

Yes. Many of our most interesting projects sit at the intersection of two sectors. We pair an industry specialist with engineers who have shipped the underlying pattern elsewhere, so you get sector context plus engineering reuse.

Yes. We maintain reference architectures for risk and fraud, clinical decision support, retail personalisation, predictive maintenance and document digitisation. They are starting points, not templates — we adapt to your stack and constraints.

A focused pilot runs 6–10 weeks from discovery to a working prototype with real data. Production hardening is a separate engagement once the pilot proves the business case.

Most of our regulated work sits under NDA, but we can usually arrange a reference call with a comparable client once we understand your problem and have signed an NDA in return.