SMB Accelerators' Recent Insights

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

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

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.

AI Strategy & EnablementFractional Leadership
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AI Is Writing 41% of Your Code. Who's Reviewing It?

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

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.

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

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

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.

AI Strategy & EnablementAutomation & Operations
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Actor-Agnostic Governance: The Design Principle That Changes Everything

Actor-Agnostic Governance: The Design Principle That Changes Everything

Actor-Agnostic Governance: The Design Principle That Changes EverythingBrian Morgan
Published on: 2026/04/04

Most organizations build separate governance for AI agents and humans. Actor-agnostic governance applies the same enforcement primitives to every actor in the workspace. One layer. No exceptions.

AI Strategy & Enablement
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