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Controlled Autonomy: How AI Coding Assistants 10x Product Development Productivity

Abstract

AI coding agents promise to transform software development and the way we work with data — but most teams are still figuring out how to move beyond the hype and make them work in real, structured workflows.
This roundtable draws on hands-on experience running a complete development cycle with AI agents at Lechler, within an international team of data scientists. Rather than using a single assistant, the approach relies on multiple specialized agents working in parallel — each with a distinct responsibility: from user story refinement and code generation to code review and QA — orchestrated by a single developer operating as senior dev, Scrum Master and project manager in one.

Topics To Be Covered

  • What it actually takes to unlock the productivity potential of AI coding agents at scale

  • How to structure parallel agent workflows with clear ownership and accountability

  • Where the hidden dangers lie — and how to keep control without killing momentum

  • What the evolving role of the senior developer and the broader team looks like when AI handles the execution

Perfect For

  • Senior software engineers

  • Engineering managers & tech leads

  • AI platform & developer tooling leaders

  • Product leaders

Meet Your Roundtable Captain

Michael Ikemann

Head of Data & AI, Lechler GmbH

Michael Ikemann is Head of Data & AI at Lechler GmbH, where he integrates AI, agentic systems, and data engineering into a 145-year-old industrial company. With over 25 years of experience in software engineering, his expertise spans computer vision, deep learning, autonomous systems, and agentic AI architectures. Before joining Lechler, he spent five years as Lead Data Scientist at Zühlke Group. Michael is passionate about bringing agentic AI from research into production — building systems that don't just analyze data but autonomously reason, plan, and act in complex enterprise environments.

ADDITIONAL INFORMATION

Time & Place

Wed, March 25

09:15 - 10:00

Grand Ballroom II

Roundtables & Theatre Seating

Max. Capacity: 200 Seats

Secure your seat – registration required.
Roundtable format: discussions in groups of up to 8 participants per table

Notes

✓ Chatham House Rule to Encourage Open Exchange

✓ No Recordings Allowed

✓ You Must Book This Session to Participate

REGISTRATION

This session is available to all ticket holders.

Limited Seating Still Guaranteed

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