From Pilots to Production: Engineering Roles and Teams Evolve in 2026
Автор: Lean Solutions Group
Загружено: 2026-01-26
Просмотров: 4
From Pilots to Production: How Engineering Teams Must Evolve in 2026
In this Lean Solutions Group live session, Marketing Director Ryan Mann sits down with Senior AI Solutions Architect Ignacio Moreno Crespin to break down why AI initiatives stall and what it takes to deploy AI inside real workflows.
You will learn:
The earliest signals an AI implementation is going to fail
How to shift from a project mindset to an operational mindset
What “AI fluency” means for senior engineers and team leads
A practical framework for discovery, prioritization, and governance
Why change management and human-in-the-loop design determine outcomes
Lean Solutions Group builds high-performance engineering teams and pairs embedded expertise with AI automation to deliver measurable ROI in complex operating environments.
Chapters
0:00 Intro and speaker welcome
1:50 Early signs AI implementations stall
4:00 Defining an operational North Star
7:00 “Solve the right problem” and product mindset
8:30 What AI fluency means for senior engineers
12:00 Enabling fluency across dev and operations
15:00 What AI enablement and governance look like in practice
21:00 Why AI strategies fail: cookie-cutter, no governance, no change management
24:00 Closing framework and final advice
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