AI ROI: From Adoption to Business Proof

Panel Discussion | How to prove the business impact of AI

Webinar: March 31, 2026 @ 12PM EST

AI adoption is easy to report. Business impact is harder to prove.

Engineering leaders are under pressure to show what AI is actually changing — not just who is using it, but whether it is improving delivery, quality, developer experience, and business outcomes.

This discussion between 3 engineering leaders explores how to move beyond vanity metrics, build a practical measurement approach, and communicate AI’s value to executives and CFOs with more credibility and less hype.

What You’ll Learn:

  • Which engineering metrics still matter in AI-assisted workflows
  • How to connect developer experience, quality, and speed to executive priorities
  • Ways to establish baselines and measure impact when adoption is already underway
  • How to avoid common traps like vanity metrics, shifted bottlenecks, and burnout blind spots

Who Should Attend:

  • Engineering leaders responsible for delivery performance, developer experience, and proving the value of AI investments to leadership

Note: This is a replay of a LeadDev Webinar

Our Panelists:

Anastasia Zamyshlyaeva VP of Engineering
GitKraken
Raul
Herbster Engineering Manager
Spotify
Vernon
Richards Sr. Engineering Manager
Phrase
Jennifer
Riggins Tech Journalist

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