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Who we help

Honest AI for industries where being wrong is expensive.

We advise, build and train — sector by sector. The pain, how AI helps safely, our proof, and the matching guide.

★ Delivered proof

Rail & Transit

Shipped & measured

Fifteen years delivering safety-critical passenger-information and PA systems for metro networks — global rail & metro, $4m+ delivered. We've built AI where being wrong was a risk to life.

Talk to us about transit ops

Lead industry

Manufacturing (ISO)

Shipped & measured

Quality-Safe AI: adopt AI without risking your ISO 9001 certification. The existing wedge — AI that passes your next audit, with the documentation to prove it.

Quality-Safe AI

Lead industry

Accounting

Cited document analysis and the solo-accountant leverage story: AI that shows its working and points at the source, so you can sign off with confidence.

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Lead industry

Small business

AI without getting ripped off — the honest SME lane. Plain-English guidance, a free readiness scorecard, and builds scoped to what actually pays off.

Take the readiness quiz

Sector

Energy / Solar

Solar-farm evaluation and finance: AI to speed up assessment and modelling for developers and financiers, with the numbers it can defend.

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Sector

Architecture / AEC

AI document-review and compliance for design firms — capturing the upside without importing the risk into a regulated workflow.

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Sector

Healthcare

Upcoming

Source-cited retrieval for clinical teams: a system built to refuse rather than guess, with every answer traceable to the document it came from. We have not deployed this in a clinical setting, we hold no clinical certification, and nothing we build is a medical device — so we would start with the administrative work around care, not with care itself.

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Sector

Finance

Auditable, source-cited AI for finance teams — built to be defensible to a regulator, not just impressive in a demo.

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Sector

Public sector

Safety-critical, data-sovereign and regulator-defensible AI. Local-first options mean your data needn't leave your control.

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