---
title: Webinar | Designing Data Layers for Agentic AI | AWS, InfoQ, YB
description: Explore emerging data layer patterns for agentic systems, including approaches to conversation state, knowledge persistence, and cross-agent coordination.
image: https://info.yugabyte.com/hubfs/YugabyteDB_Webinar_InfoQ_Designing-Data-Layers-for-Agentic-AI_May_2026_Social_1200x628.png
---
[](https://www.yugabyte.com/)
On Demand Webinar
# Designing Data Layers for Agentic AI: Patterns for State, Memory, and Coordination at Scale
## Discover the Power of a Unified Data Layer for Agentic Applications
AI agents introduce a new class of architectural challenges: managing shared memory, coordinating state across agents, and ensuring auditability in distributed, long-running workflows.
## Why Watch?
In this session, we explore emerging data layer patterns for agentic systems, including approaches to conversation state, knowledge persistence, and cross-agent coordination. We’ll examine the tradeoffs between event-driven and stateful designs, and how consistency, latency, and cost shape system behavior at scale.
## What You'll Learn
Using a reference architecture built on AWS and YugabyteDB, we’ll show how these patterns can be implemented in practice, highlighting design decisions, failure modes, and operational considerations for production-grade AI systems.
### Watch Webinar
## Speakers
### Karthik Ranganathan
Co-Founder & Co-CEO, Yugabyte
| Karthik Ranganathan is Co-CEO and Co-Founder at Yugabyte, the company behind YugabyteDB, the open-source, high-performance distributed SQL database for building global, cloud-native applications. Karthik was one of the original database engineers at Meta (Facebook), responsible for building distributed databases such as Cassandra and HBase. He is an Apache HBase committer and also an early contributor to Cassandra, before it was open-sourced by Meta. |
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[LinkedIn](https://www.linkedin.com/in/kranganathan/)
### Aditi Gupta
Snr. GenAI/ML Specialist Solutions Architect, AWS
| Aditi Gupta is an Engineering and AI leader with 20+ years driving enterprise innovation. At AWS, she leads Generative AI strategy, specializing in LLMs, multi-agent systems, and developer productivity. Trusted by C-suite executives, she shapes AI roadmaps, scales adoption, and delivers multi-million-dollar impact. She builds high-performing teams and drives transformative solutions across GenAI, IoT, and smart cities. |
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[LinkedIn](https://www.linkedin.com/in/aditisgupta/)
## Learn More
The Data Layer for Agents that Learn Together
Explore the agent-native data infrastructure for collective memory, shared knowledge, and decision traces.
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Meko Free Trial | Request access
Request access to Meko, the unified data layer for AI agents, to explore the benefits of a single data platform purpose-built for agentic applications.
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