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

Effort Reduced
70%
Using Kumaran's KTAC platform enhanced with AI, test case generation was automated from requirements documents — slashing manual effort by 70% and accelerating releases 3x.

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.