Industries
Expertise that transfers between sectors.
AI work often starts in the same places: documents, exceptions and scattered knowledge. We adapt proven patterns to your data, language and risk requirements.
Clinical and administrative workload sits on documentation, triage and coordination: repetitive but consequential, so accuracy and auditability matter more than speed alone.
Typical work
- Clinical documentation & summarization support
- Patient intake, triage and scheduling
- Care-coordination and follow-up automation
Margin lives in assortment, pricing, content operations and service volume. High-frequency decisions where a small quality gain compounds across a catalogue.
Typical work
- Catalogue enrichment & content at scale
- Demand and assortment forecasting
- Service triage and agent assistance
Sensor and maintenance data already exists but rarely reaches the person making the call on the floor in time to change the outcome.
Typical work
- Quality inspection from images & sensor data
- Exception detection and resolution
- Capacity and ETA forecasting
Product teams need AI features that feel reliable at consumer scale, where latency, cost per request and failure behaviour are product decisions.
Typical work
- In-product assistants and search
- Personalisation and ranking
- Content moderation and safety
Don't see your sector?
The approach travels further
than the vertical.
If your work involves repetitive judgement over messy data inside systems people already use, the method applies. Tell us the problem and we will tell you honestly whether AI is the right tool for it.
Discuss your situation →Start here
Bring us your sector.
A 30-minute call is usually enough to tell whether there is a real opportunity here, and what the first step should be.