Inside Google’s AI Accelerator: Scaling Agentic AI

See how Google’s helping us bring agentic AI to finance and insurance.

Wondering what agentic AI can actually do for your business? You are not alone.

Most leaders don’t trust marketing hype, and rightly so.

You want something credible. Fair enough.

How about this list of 17 real-world case studies on agentic AI. It shows various ways companies are using AI agents right now, and the ROI they’re driving.

It’s a quick read (~8 min) with short, to-the-point breakdowns.

Early readers say it offers some of the most useful insights on agentic AI they’ve come across so far.

What does it take to bring agentic AI to some of the world’s most regulated industries?

Andrew McKishnie, VP of Engineering at Multimodal, gives you a behind-the-scenes look at how Google’s AI Accelerator is helping our team supercharge AI deployment for finance and insurance.

We covered:

  • Why Multimodal was selected for Google’s AI Accelerator and what it means for regulated industries

  • How Gemini 2.5 Pro and synthetic data are transforming agent training and deployment

  • The shift from custom builds to out-of-the-box agentic AI for faster, scalable solutions

  • How deep client embedding transfers institutional knowledge directly into AI workflows

  • What Google’s mentorship model is teaching engineering teams about compliance, transparency, and rapid iteration

Most companies treat AI agents like single-purpose tools, great at one thing, isolated from everything else. But what happens when those “tools” need to operate as a team?

In this clip, Ankur Patel breaks down why the future of agentic AI isn’t about having dozens of disconnected bots. It’s about building a tightly integrated team of specialized AI agents that work together, just like a department of humans would.

And just like any team, these agents need coordination: with each other, with human supervisors, and with third-party tools. Watch to hear why orchestration is the missing piece—and how rethinking your approach now can prevent chaos later.