The 2025 AI Shift: From Chat to Task Completion & Reliable Action | Galileo Founders

Chain of Thought

AI in 2025 promises intelligent action, not just smarter chat. But are enterprises prepared for the agentic shift and the complex reliability hurdles it brings?

Join Conor Bronsdon on Chain of Thought with fellow co-hosts and Galileo co-founders, Vikram Chatterji (CEO) and Atindriyo Sanyal (CTO), as they explore this pivotal transformation. They discuss how generative AI is evolving from a simple tool into a powerful engine for enterprise task automation, a significant advance driving the pursuit of substantial ROI. This shift is also fueling what Vikram observes as a "gold rush" for middleware and frameworks, alongside healthy skepticism about making widespread agentic task completion a practical reality.

As these AI systems grow into highly complex, compound structures—often incorporating multimodal inputs and multi-agent designs—Vikram and Atin address the critical challenges around debugging, achieving reliability, and solving the profound measurement problem. They share Galileo's vision for an AI reliability platform designed to tame these intricate systems through robust guardrailing, advanced metric engines like Luna, and actionable developer insights. Tune in to understand how the industry is moving beyond point-in-time evaluations to continuous AI reliability, crucial for building trustworthy, high-performing AI applications at scale.

Chapters

00:00 Welcome and Introductions

01:05 Generative AI and Task Completion

02:13 Middleware and Orchestration Systems

03:17 Enterprise Adoption and Challenges

05:55 Multimodal AI and Future Plans

08:37 AI Reliability and Evaluation

11:08 Complex AI Systems and Developer Challenges

13:45 Galileo's Vision and Product Roadmap

18:59 Modern AI Evaluation Agents

20:10 Galileo's Powerful SDK and Tools

21:24 The Importance of Observability and Robust Testing

22:27 The Rise of Vibe Coding

24:48 Balancing Creativity and Reliability in AI

31:26 Enterprise Adoption of AI Systems

36:59 Challenges and Opportunities in Regulated Industries

42:10 Future of AI Reliability and Industry Impact

Follow the hosts

Follow⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Atin⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

Follow⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Conor⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

Follow⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Vikram⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

Follow⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠Yash⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

Follow Today's Guest(s)

Website: galileo.ai

Read: Galileo Optimizes Enterprise–Scale Agentic AI Stack with NVIDIA

Check out Galileo

⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Try Galileo⁠⁠⁠⁠⁠⁠

⁠⁠⁠⁠Agent Leaderboard