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Q&A: Balancing AI Adoption and Quality Leadership Strategies for a Maturing Tech Team

Q&A: Balancing AI Adoption and Quality Leadership Strategies for a Maturing Tech Team

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Emily Sander answers a listener’s question about moving a tech company to AI-first, highlighting challenges when people use AI excessively or without checks. She shares practical ideas like approved use cases, tiered approval for AI spend, and the need for quality controls. Emily Sander also points out the importance of balancing AI experimentation with making sure standards and outcomes stay high.


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Who Am I?
If we haven’t met before - Hi👋 I’m Emily, Chief of Staff turned Executive Leadership Coach. After a thrilling ride up the corporate ladder, I’m focusing on what I love - working with people to realize their professional and personal goals. Through my videos here on this channel, books, podcast guest spots, and newsletter, I share new ideas and practical and tactical tools to help you be more productive and build the career and life you want.

Time Stamps:
00:25 Listener Question Setup

01:20 AI First Culture Shift

02:11 Experimenting vs Standardizing

03:34 Trust but Verify

05:05 Token Spend Guardrails

06:45 Quality Checks and Controls

07:39 Center the Pendulum

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