Validation at national scale
Each case had to clear vendor, pricing, budget and policy rules, checked against many sources, structured and unstructured, so each review took hours. Now agents recommend accept, review or reject in minutes, with the policy behind each one, in Arabic, and inspector agents escalate the exceptions. The organization’s own developers built the agents, and it all runs on-prem on its own servers.
- Per case review, down from hours
- 10 min
- Cases checked a year, routine ones cleared under policy
- 1.7M
- Calls to an external cloud, fully air-gapped
- 0






