Leap to Scale

Leap to Scale is for technology curious leaders of service firms who want higher margins without adding headcount. Each week, Justin Davis and Greg Ross-Munro show how to turn firm expertise into repeatable, sellable technology products: SaaS, packaged workflows, and AI-powered tools clients can buy again and again. With AI, more of your know-how can be captured, standardized, and protected as IP instead of being rebuilt in every engagement. We focus on practical decisions: what to productize, how to price it, when to build vs. buy, and how to use AI responsibly without risking delivery quality or margin. Clear steps, real tradeoffs, usable examples.

Leap to Scale is a technology podcast hosted by Sourcetoad, with 31 episodes on record and a Required Pod Score of 80.

Sourcetoad hosts Leap to Scale, a technology show with 31 episodes published.

Our AI reads these to draft pitches. Use them as grounding for a pitch that cites a real guest and a specific topic.

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  Episode #21

  AI Agent Skills Explained: Why They’re More Powerful Than Prompts

  Sep 25, 202638 minS2

  AI skills could change how service firms automate work, capture expertise, and scale without adding headcount. In this episode, Justin Davis and Greg Ross-Munro unpack what AI skills are, how they differ from prompts and custom GPTs, and why their portability and ability to execute repeatable processes make them so powerful. They explore practical examples ranging from financial reporting to infrastructure setup, and explain how firms can identify repetitive work that is ready to become an AI-powered skill.

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  Episode #20

  Can AI Build Your Business Software Safely?

  Sep 18, 202642 minS2

  AI coding tools like Claude Code, Codex, Cursor, Lovable, Replit, and Bolt are making it possible for non-engineers to build real internal software. But when does an AI-built app become risky enough that you need a professional software team to review it? In this episode, Justin Davis and Greg Ross-Munro break down the difference between low-risk internal tools, high-risk production systems, and the tricky middle ground where business value, customer data, integrations, and security all matter. They also explain why “vibe coding” is evolving into “agentic engineering,” and how service firms can use these tools safely without creating avoidable technical, operational, or legal risk.

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  Episode #19

  Don’t YOLO Your AI Bot: A Framework for Safer Customer Automation

  Sep 11, 202637 minS2

  AI agents are becoming remarkably easy to add to customer service workflows, but easy installation does not mean safe deployment. A customer-facing automation that works perfectly during a demo can still hallucinate, access the wrong information, claim to have completed actions it never performed, or trap customers in frustrating conversations with no clear route to a human. In this episode, Greg Ross-Munro and Justin Davis introduce the FRAME framework, a practical way for service businesses to evaluate AI-powered automation before putting it in front of customers. FRAME stands for Funnel Stage, Risk, Authority, Mechanism of Truth, and Escalation . They explore how each factor affects the amount of autonomy an AI system should receive, why the potential “blast radius” of a mistake matters, how to create reliable connections to systems of record, and why human handoffs, testing, logs, and audit trails need to be designed into the system from the beginning.

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  Episode #18

  Hiring Your First AI Agent

  Aug 28, 202631 minS2

  AI is changing how companies hire, but not in the way most people think. In this episode, Justin Davis and Greg Ross-Munro unpack why AI agents are replacing tasks, not entire jobs, and what that means for service firms trying to scale efficiently. They explore how modern AI workflows can automate reporting, proposals, market research, and other repeatable operational work using tools like Make.com, N8N, and GPTs. The conversation also covers where non-technical teams can go surprisingly far on their own, and when it’s time to bring in software professionals to productionize and secure these systems for real client use.

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  Episode #17

  Is AI Killing the Dashboard?

  Aug 20, 202632 minS2

  What happens when software stops looking like software? In this episode, Justin Davis and Greg Ross-Munro explore the future of interfaces in an AI-first world and ask whether traditional SaaS dashboards, menus, and feature-heavy applications are headed for extinction. From spreadsheets and mobile apps to conversational AI and composable interfaces, they unpack how businesses may soon interact with technology through voice, chat, and intelligent agents instead of clicks and forms. Along the way, they debate whether “UX” is disappearing entirely or simply evolving into something stranger, more creative, and potentially more human than ever before.

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