Rainbird transforms your regulations, policies, and human expertise into deterministic world models as knowledge graphs. Our symbolic reasoning engine then reasons over those graphs with complete precision, while LLMs act only as the natural language layer. The result:

Zero hallucinations – Every outcome adheres precisely to your institutional knowledge.

Regulator-ready audit trails – Proof trees show exactly how each decision was logically reasoned.

100% deterministic reasoning – Our symbolic reasoning engine ensures the repeatable precision, traceability, and compliance that human supervision cannot match.

Enterprise-grade scalability – Proven in mission-critical processes across banking, financial services, insurance, tax and more.

This hybrid approach delivers the best of both worlds: the usability of Generative AI with the reliability of logical reasoning.

Built for Regulated Sectors

Rainbird is trusted in sectors where precision, transparency, and accountability aren’t optional, they’re mission-critical. Our deterministic approach provides the architecture enterprises need to automate decisions without sacrificing compliance or trust.

Banking & Finance – Deliver quality, regulator-ready outcomes in KYC, AML, sanctions, fraud, payment processing, credit decisioning and more.

Tax & Audit – Digitally leverage institutional expertise in tax compliance, advisory, audit and law.

Insurance – Transform underwriting and claims with precise and explainable AI reasoning.

Healthcare – Augment processes like prior authorisation, provider enrolment and complex claims with precision, accuracy and speed.