AI Governance for Data Teams: Leveraging AI Safely, At Scale

March 4, 2026

The governance playbook for agentic data engineering

The Agentic Era is here. Is your governance ready?

AI agents are quickly moving from experimental to production across data teams — writing transformations, resolving pipeline errors, generating documentation, and automating routine operations. But as agents take on more responsibility, the governance question becomes urgent: who's accountable when an agent makes a change? How do you maintain compliance when pipelines are being built autonomously? And how do you get the speed benefits of agentic workflows without losing control?

In this 45-minute session, Ascend.io CEO Sean Knapp will walk through a practical playbook for governing agents operating in your data stack without sacrificing the speed and autonomy that make them valuable. You'll learn:

  • Why traditional data governance models break down
  • The core pillars of an agentic governance framework
  • How to design human-in-the-loop patterns

By the end of this session, you'll have a clear path for adopting AI agents across your data stack with the right controls in place from day one.

A new framework for governing AI in your data stack

01

Why traditional governance breaks down with AI agents

Existing data governance models were built for human-driven workflows. Discover where they fall short when autonomous agents are writing code, managing dependencies, and deploying changes — and what needs to change.

02

A governance framework built for agentic workflows

From guardrails and approval patterns to lineage tracking and audit trails — the core components every data team needs to govern AI-driven pipelines without slowing them down.

03

Balancing speed with control in practice

See how leading data teams are designing human-in-the-loop patterns that keep agents fast and autonomous while maintaining the oversight, compliance, and trust your organization requires.

Built for data leaders navigating AI adoption

Whether you're evaluating AI agents for your data stack or already deploying them, this session gives you a practical governance lens to lead with confidence.

Heads of Data Engineering Data Platform Leaders VP / Director of Analytics Chief Data Officers Data Architects Engineering Managers Governance & Compliance Leads DataOps Engineers Data Engineers

Learn from the pioneer of agentic data engineering

Sean Knapp
Sean Knapp
Founder & CEO | Ascend.io

Sean founded Ascend.io to give data teams the tools to streamline and automate their work. Serving customers across industries and around the world, Sean empowers data teams to leverage AI at scale. Prior to founding Ascend, Sean was the co-founder and CTO of Ooyala and was a tech lead at Google, contributing to over $1B in revenue growth and launching iGoogle.

AI agents are here. Is your governance ready?

Join us March 4 for a forward-looking session that gives you the playbook — not just the theory — for governing AI across your data stack.

Register Now — It's Free

Meet the speakers

Sean founded Ascend.io to give data teams the tools to streamline and automate their work. Serving customers across industries and around the world, Sean empowers data teams to leverage AI at scale. Prior to founding Ascend, Sean was the co-founder and CTO of Ooyala and was a tech lead at Google, contributing to over $1B in revenue growth and launching iGoogle.

Sean Knapp

Founder & CEO @ Ascend.io

As Chief of Staff, Jenny partners with data leaders and engineering teams to bring AI and automation into their day-to-day work. With years of experience in connecting with data teams, Jenny focuses on making advanced technologies accessible and practical for teams of all sizes.

Jenny Hurn

Chief of Staff @ Ascend.io

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