Industries
AI that understands how your industry works.
Useful AI depends on the domain. We build for eleven industries; each page shows the challenges we address, the use cases that matter and what we build.
01Why domain matters
The same model fails in one industry and succeeds in another.
Generic models do not know your sector. The work is in adapting them to three things.
- 01
The data you have
Telemetry, transactions, documents, images or logs — each sector's data has its own shape, quality issues and owners.
- 02
The workflows you run
AI only pays off when its output lands inside a real process: a claim, a work order, a triage queue, a trade.
- 03
The rules you operate under
Regulation, confidentiality and safety set what AI may decide alone, what a person must approve and what must be logged.
02Sectors
Choose your industry.
A · 4 sectors
Regulated & data-heavy
Sectors where accuracy, explainability and data protection decide whether AI can be used at all.
B · 5 sectors
Operations & infrastructure
Physical assets, networks and fleets — where AI meets sensors, machines and the field.
C · 2 sectors
Platforms & experience
Content, learning and audiences — where AI shapes what people find, read and watch.
Another sector?
Working in an industry not listed here?
Many of our solutions apply across sectors. Tell us about the problem and we will tell you honestly whether we can help.
Get in touch
Have a problem AI should solve?
Tell us the decision you want to improve — or the system you want built. We will tell you honestly whether AI is the right tool and what it would take.