One platform, reused across every line of business.
The agents that take a distributor’s orders into SAP, answer a marketplace’s travellers and screen a bank’s documents are built from the same knowledge bases, the same runtime and the same controls. The sector expertise comes from the team that deploys with you.
How we enter a sector
From the first solution to a platform your team runs
We don’t start with a strategy deck. We start with the queue that hurts most, put it into production with your operators, and let the second solution reuse everything the first one built.
01 · Discover
Pick the queue that hurts
Two weeks with your operators to choose the first solutions: highest volume, clearest rules, most painful today. Ranked by impact, not by demo appeal.
02 · Build
Production in weeks, on your systems
A Timbal deployment team builds against your ERP, CRM and documents, with evals on real cases before anything goes live. Hosted where your regulator expects it.
03 · Run and expand
Your team operates, the platform compounds
Runs, cost per run and eval scores on one dashboard. The second solution reuses the knowledge bases, integrations and permissions of the first, so each one ships faster than the last.






