Policies, Not Panic: Practical AI Safety for Your Organization

Policies, Not Panic: Practical AI Safety for Your Organization

From Leap to Scale by Sourcetoad

January 20, 2026 · 32 min · Season 2 · Episode 6

About this episode

Justin Davis and Greg Ross-Munro discuss AI safety and data security concerns that hinder AI adoption.

In this episode of Leap to Scale, Justin Davis and Greg Ross-Munro tackle one of the biggest blockers to AI adoption: fear around safety and data security. They break down what’s actually risky, what’s mostly overblown, and how paid AI tools differ from free tiers when it comes to privacy and legal protection. The conversation covers real-world trade-offs, from anonymizing sensitive data to running models on your own infrastructure. The big takeaway: don’t panic, but don’t wing it either—clea...

People in this episode

Host: Justin Davis

Guest: Greg Ross-Munro

Topics covered

  • AI safety
  • data security
  • AI adoption
  • privacy
  • legal protection
  • anonymizing data
  • infrastructure

Keywords

  • AI safety
  • data security
  • privacy
  • legal protection
  • anonymizing data
  • AI tools
  • infrastructure

Mentioned in this episode

Organizations: Sourcetoad

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