Is Your Automation Creating Governance Debt?
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Automation can deliver tremendous value—but as organizations scale AI-enabled workflows, a new challenge is emerging: governance debt.
In this episode of TechEDGE, Teresa Huck examines why CIOs must manage automation as an enterprise portfolio rather than a collection of individual projects. While each automation may deliver measurable value on its own, unmanaged growth can lead to fragmented ownership, duplicate workflows, hidden dependencies, and increasing operational risk.
Learn why visibility, accountability, risk-based governance, and clear ownership are becoming essential for organizations that want to scale AI-enabled automation without sacrificing agility or return on investment.
What You'll Learn
- What governance debt is and why it grows alongside automation
- Why automation should be managed as an enterprise portfolio
- How fragmented ownership creates unnecessary complexity and risk
- The 10 questions CIOs should ask before approving an automation pipeline
- The four layers of an effective automation governance framework
- Why AI agents require clear limits on decision-making authority
- How risk-based governance enables innovation without creating bottlenecks
Why It Matters
The challenge isn't automation—it's governing automation at scale.
As AI-enabled workflows become more autonomous, organizations need an operating model that balances innovation with accountability. The companies that achieve the greatest return on automation won't necessarily deploy the most workflows—they'll be the ones that establish clear ownership, maintain visibility, and avoid accumulating governance debt over time.
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About the Author
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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