
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
More episodes of Leap to Scale
- Dr. John Licato on the Trust Problem in AI · May 19, 2026 · 41 min
- Prototype Like You Mean It, Part 2 · May 7, 2026 · 29 min
- Prototype Like You Mean It, Part 1 · April 28, 2026 · 26 min
- Tech Stack Triage: Choose Languages Without Losing Your Mind · March 10, 2026 · 41 min
- Faster Wins: How Service Businesses Can Scale with Tech · March 3, 2026 · 31 min
- Productize What You Already Do · February 23, 2026 · 33 min
Explore listener stats, chart rankings, contacts and more on the Leap to Scale podcast page.