AI Built for Your Industry
Every sector has its own systems, regulations, and economics. We bring reference architectures and domain expertise so your AI ships faster and safer.
AI for Every Industry
Tailored AI solutions designed for the unique challenges of your industry. Proven architectures with measurable ROI.
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Why sector matters more than it looks
The technique for extracting fields from an insurance claim and from a shipping manifest is nearly identical. What differs is everything around it — which regulator has an opinion, how wrong an answer is allowed to be, who has to sign off before it reaches a customer, and how long the data may be retained.
That surrounding context is usually what decides whether an AI project ships, and it is why the same capability takes six weeks in one sector and six months in another. These pages describe what we have found to be true in each.
The pattern that repeats everywhere
Across every sector we have worked in, the binding constraint is almost never model capability. It is data access — not quality, not volume, but access. The data exists; what takes the time is agreeing who owns it, who may use it, and under what terms.
Teams that treat that as the first task rather than a formality get to production faster than teams with better models and unresolved ownership. It is the least interesting part of an AI programme and the most reliable predictor of whether one succeeds.
If your sector is not listed
The absence of a page means we have not written one, not that the work does not transfer. The patterns — extraction, classification, retrieval, summarisation, agentic workflow — are the same across industries, and the sector-specific part is the constraints. Tell us what your work looks like and we will say honestly whether it is a fit.