# Stop refactoring your AI’s "first draft”

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Maia

CDAO Webinar Series 2

Hi there,

You've probably tried an AI pipeline tool. You've probably also rewritten what it produced because it didn't know your naming conventions, ignored your architectural standards, or generated something that wouldn't survive code review.

This release is the one where all that stops.

On May 20, we're going live to demo three new capabilities - built and shown by the Matillion engineers who shipped them:

Context Engine - encodes your naming conventions, your SCD preferences, your medallion standards once. Maia applies them to everything it produces. No more cleanup passes.

Migration Agents - point Maia at an Informatica, Alteryx, or SSIS mapping. Get back a complete, tested pipeline that matches how your team actually writes them.

Mission Control - the operational layer for planning, executing, and deploying with full human oversight at every step. You see what it's about to do before it does it.

You'll also hear from Jason Mulvin, Director of Enterprise Data & Analytics at Sophos, on how his team is making AI delivery predictable at scale, and from our CEO Matthew Scullion on where this is all heading.

Reserve your seat →

Are you attending Snowflake Summit? Booth 2603. Experience for yourself what a data team that never says no looks like in practice. Get the details.

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