Recorded live at Autonomous 26 in San Francisco, Ashwin sits down with Rajesh Vijayaraghavan, Principal ML & AI Specialist at AWS, to unpack how enterprises and ISVs are moving from AI experimentation to real production value.

AWS's Bedrock and Agent Core platform gives companies a modular stack — covering model access, memory, observability, and multi-agent orchestration — without managing underlying infrastructure.

ISVs like Box, Asana, and Cox Automotive are embedding agentic workflows to keep users in their apps and automate cross-platform tasks, with some running hundreds of agents in production.

After years of "leap of faith" AI investment, the last six months have shown measurable productivity gains — with AWS's own Mantle engine built by fewer than 10 engineers in weeks using AI coding tools.