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ARTICLE · 03 SEPTEMBER 2026

Upfront AI Governance Accelerates Value. Do Not Bolt It On Like A Brake

Ankura Consulting Group LLC
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Explore cutting-edge insights on construction scheduling techniques, AI governance strategies, cybersecurity threats, and retail transformation. Discover how maintenance drives manufacturing value, pharmaceutical companies navigate uncertainty, and stablecoin issuers make critical regulatory decisions in an evolving business landscape.

United StatesTechnology
Valerie Hart
Valerie Hart
Kelsey Alexander
Kelsey Alexander
Mark Trushel
Mark Trushel

AI governance is the fastest, most sustainable path to AI business value and innovation.

When Your AI Makes a Decision That Affects a Customer or a Dollar, Who Is Accountable? 

If your leadership team cannot answer that in one sentence, your AI governance and operating model are already behind the build, with the gap and risk compounding. 

Yet companies continue to pour money into AI, even as only 39% report any enterprise-level profit impact.1 We find the issues are not the technology but the way the business decides what to build, who is accountable, and where the guardrails sit. When the business is making these decisions, we see results like pilots scaling to positive ROIs in weeks (see the case below).

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