
The downloadable report includes the complete technical narrative beyond the highlights above:
Full breakdown — challenge, approach, results & metrics.

Annual Savings
$15.1M
Built a RAG-powered AI assistant for a major bank's contact centre — enabling agents to retrieve accurate policy answers in under 2 seconds using Azure OpenAI.

Annual Savings
$15.1M
A leading US manufacturer partnered with Kumaran to transform 40+ legacy mainframe systems into a modern AI-powered platform — delivering dramatic efficiency gains at enterprise scale.