---
title: "Webinar | From AI Pilots to Production: Solving the Data Layer Bottleneck"
description: In this virtual masterclass, explore what it takes to move Agentic AI from promising pilots to production.
image: https://info.yugabyte.com/hubfs/YugabyteDB_Webinar_VSTECS_Social_1200x630.png
---

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# **From AI Pilots To Production:** Solving The Data Layer Bottleneck

![YugabyteDB\_On Demand Webinar\_Ai Pilots\_Social\_1200x628](https://info.yugabyte.com/hs-fs/hubfs/YugabyteDB_On%20Demand%20Webinar_Ai%20Pilots_Social_1200x628.png?width=1200&height=630&name=YugabyteDB_On%20Demand%20Webinar_Ai%20Pilots_Social_1200x628.png "YugabyteDB_On Demand Webinar_Ai Pilots_Social_1200x628")

## [Watch On Demand](http://youtube.com/watch?v=L2nxURhK7S4&feature=youtu.be)

## Explore what it takes to move Agentic AI from promising pilots to production.

AI pilots are everywhere. Production-grade AI is still harder than it should be. As foundation models become increasingly commoditised, the next challenge is the enterprise data layer: how AI agents access shared context, use collective knowledge, make auditable decisions, and operate reliably at scale. Join us for a practical, architecture-led session with Amol Bhoite, Principal Solutions Architect at YugabyteDB, to explore what it takes to move Agentic AI from promising pilots to production.

**What we covered:**

• Why most AI pilots struggle to reach production, and the shift that fixes it

• The three primitives every production agent needs: shared context, collective knowledge, and auditable decisions

• How to support hundreds of AI agents without hundreds of database projects

• How to make AI decisions defensible to regulators, auditors, and your board

• A cloud-native path from prototype to mission-critical scale

• A live demonstration based on Financial Services architecture

Watch the on-demand version of the masterclass [here](http://youtube.com/watch?v=L2nxURhK7S4&feature=youtu.be)

 

### Submit Your Question

Thank you for your question. Our experts will get back to you with an answer.

## Speaker

![Amol Bhoite](https://info.yugabyte.com/hs-fs/hubfs/AmolBhoite%20(1).png?width=766&height=766&name=AmolBhoite%20(1).png "Amol Bhoite")

### Amol Bhoite

Principal Solutions Architect, YugabyteDB

Amol Bhoite partners with leading enterprises across financial services, telcos, and digital-native industries to design, modernise, and scale mission-critical data platforms. With nearly two decades of experience across distributed databases, cloud-native technologies, enterprise architecture, and large-scale modernisation, Amol has helped organisations build highly resilient systems that power business-critical applications and digital transformation. He advises customers on cloud adoption, database modernisation, multi-region architectures, and operational resilience. A recognised technical author and speaker, Amol has published more than a dozen white papers, reference architectures, and implementation guides worldwide. He helps organisations build trusted data foundations that power modern digital services, AI-driven applications, and enterprise-grade platforms at a global scale.

[LinkedIn](https://www.linkedin.com/in/amolbhoite/)

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