SMB Accelerators' Recent Insights

AI Governance at Scale Is an Architecture Problem

Brian Morgan

Published on: 2026/06/29

At enterprise scale, agencies try to govern AI by buying better tools. Scale is an architecture problem first, and the order you build it in decides if it holds.

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When Federal AI Governance Goes Federated, Who Owns the Decision?

Brian Morgan

Published on: 2026/06/26

As agencies shift to federated AI governance, accountability for AI-influenced decisions can vanish in transit. Where the gap forms, and how to close it.

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AI Is Writing 41% of Your Code. Who's Reviewing It?

Brian Morgan

Published on: 2026/04/05

41% of code is now AI-generated. Technical debt rises 30-41% after adoption. Data from arXiv, LinearB, and Gartner on why structured methodology beats more scanners.

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45% of AI-Generated Code Has Security Flaws. Your Review Process Wasn't Built for This.

Brian Morgan

Published on: 2026/04/05

45% of AI-generated code fails security tests. Data from Veracode, Georgia Tech, and GitGuardian shows why review processes need structural governance, not just more scanners.

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