Scaling AI Without Losing Control

In this episode of TechEDGE, Abby White and Theresa Houck explore three sides of enterprise AI adoption: the compliance costs CIOs need to account for in their 2027 budgets, how manufacturers are moving AI into production and what it takes to implement AIOps at enterprise scale.

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AI pilots are becoming AI deployments. Now enterprises have to figure out how to scale them without losing control.

In this episode of TechEDGE, Abby White and Theresa Houck explore three sides of enterprise AI adoption: the compliance costs CIOs need to account for in their 2027 budgets, how manufacturers are moving AI into production and what it takes to implement AIOps at enterprise scale.

Across all three, the challenge isn't simply deploying more AI. It's understanding the environment around it, building trust and determining how much autonomy you're actually prepared to give it.

How do you scale AI capability while maintaining the governance, infrastructure and human judgment needed to keep it under control?

Episode Resources

How Should CIOs Budget for AI Compliance Costs in 2027?

By Theresa Houck

How Manufacturers Are Scaling AI for Production Optimization

By Lynn Hooghiemstra

How to Implement AIOps at Enterprise Scale

By Kerry Doyle

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About the Author

Abby White

Abby White

Vice President, Content Studio

As Vice President of EndeavorB2B’s Content Studio, Abby leads client-driven custom content programs across 90+ brands and the content strategy for topic and role-based newsletters serving executive audiences. An award-winning journalist with a marketer’s mindset, Abby brings 25 years of experience leading editorial, communications, marketing, and audience-building efforts across industries.

Abby launched her first magazine, Abby’s Top 40, in 1988 and made everyone in her family read it. While attending the University of Illinois, she paid her rent as a professional notetaker, which might explain why she still gets asked to take notes in meetings. Since then, she has held editorial leadership roles at an alt weekly, a newspaper, a luxury lifestyle magazine, a business journal, a music magazine, and regional women’s magazines, developing a sharp writing edge and a conversational tone that resonates with professional audiences. 

She expanded into marketing while leading communications for an entertainment industry nonprofit and later drove rebranding and audience-building efforts for an NPR music station. At EndeavorB2B, she has been instrumental in driving editorial excellence, developing scalable content strategies across multiple verticals, and building the foundation for EDGE, the company’s portfolio of executive newsletters. 

And if you’re a writer interested in contributing to TechEDGE, she’s the person you need to (politely) bug.

Theresa Houck

Theresa Houck

Contributor

Theresa Houck is an award-winning B2B journalist with more than 35 years of experience covering industrial markets, strategy, policy, and economic trends. As Senior Editor at EndeavorB2B, she writes about IT, OT, AI, manufacturing, industrial automation, cybersecurity, energy, data centers, healthcare, and more. In her previous role, she served for 20 years as Executive Editor of The Journal From Rockwell Automation magazine, leading editorial strategy, content development, and multimedia production including videos, webinars, eBooks, newsletters, and the award-winning podcast “Automation Chat.” She also collaborated with teams on social media strategy, sales initiatives, and new product development.

Before joining EndeavorB2B, she was an Industry Analyst at Wolters Kluwer in its human resources book publishing operation. Before that, she spent 14 years with the Fabricators & Manufacturers Association, Intl., serving as Executive Editor of four magazines in the sheet metal forming and fabricating sector, where she managed and executed editorial strategy, budgets, marketing, book publishing, and circulation operations, and negotiated vendor contracts.

Houck holds a Master of Arts in Communications from the University of Illinois Springfield and a Bachelor of Arts in English from Western Illinois University.

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