How AI should do business work in the Gulf.
Leadcoach researches how AI agents handle real work in the region: two languages, UAE VAT, WhatsApp and money. Every finding ships in SmallERP, Tethra and the systems built for clients.
Document intelligence
Business documents in the Gulf arrive as photos, scans and PDFs, in English, Arabic or both. Leadcoach readers capture tax numbers, VAT lines and dates accurately. Every model is tested against a library of real-world documents before it goes live.
Agents with sign-off
Agents prepare payments, quotes and messages in seconds. Each decision goes to the right person, presented so approval takes one tap.
Arabic and English on WhatsApp
Customers write in Gulf dialect, switch languages mid-sentence and send voice notes. The agents handle all three and reply in the customer's language.
AI at a predictable cost
Each job runs on the cheapest model that does it well. Every system runs on a fixed budget.
Every model earns its place.
Real documents
Each reader is tested against a library of real Gulf business documents before release.
Pass or it does not ship
A model goes live only when it meets the standard on every test set.
Re-tested on every change
New models and prompts run the same tests before they replace the old ones.