Leap to Scale

Sourcetoad

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.

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22 episodes
fortnightly
Avg 30 min
English

Episodes 22

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S2 · E18
Friday · 30 min
Hiring Your First AI Agent
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.
S2 · E17
August 20 · 32 min
Is AI Killing the Dashboard?
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.
S2 · E16
August 13 · 27 min
Why Middleware Is the Hidden Competitive Advantage for Service Businesses
Many service firms run their entire business on industry-standard software they cannot change, customize, or differentiate. In this episode, Justin and Greg explain why middleware is the missing layer that unlocks real competitive advantage without rebuilding core systems like payroll, ERPs, or industry-specific platforms. They break down how middleware works, where it fits between brittle automation tools and heavyweight enterprise platforms, and how it enables automation, AI, and IP creation. If you want to scale smarter without taking on massive technical risk, this episode shows where to start.
S2 · E15
July 29 · 29 min
The Middle Path to AI Strategy: Experiments That Actually Pay Off
Most service firms fall into one of two AI traps: endless experiments that go nowhere, or total paralysis from too many options. In this episode, Justin and Greg lay out a practical middle path for building an AI strategy that actually delivers results. They explain how to set boundaries, design small but meaningful experiments, and fail in the right direction. If you want to use AI without wasting time, money, or trust, this episode gives you a clear, repeatable approach.
S2 · E14
June 22 · 28 min
Why Aaron White Bought an Agency Before Building the Product
In this episode of Leap to Scale, Justin Davis and Greg Ross-Munro sit down with Aaron White, CEO and co-founder of Outbound.com, to discuss the unconventional path he took from running an agency to building an AI-powered advertising platform. Aaron shares why he acquired a professional services agency before building the software, how his team identified the highest-value automation opportunities, and what it really takes to turn services into scalable systems. The conversation dives into AI-assisted advertising, operational efficiency, culture versus process, and why now may be the best time ever to build a software-enabled business.
S2 · E13
June 15 · 43 min
How AI Agents are Automating Business Growth
In this episode of Leap to Scale, Justin Davis and Greg Ross-Munro sit down with Doug Smith, Director of AI Operations at Element 451, to explore how AI is transforming the way service businesses operate, automate, and scale. The conversation covers everything from hidden operational data and AI-driven workflows to rapid prototyping with tools like OpenClaw and AI agents. Doug shares practical advice for identifying automation opportunities, avoiding “AI slop,” and using data exhaust to uncover growth opportunities hiding inside everyday business systems. It’s a candid and highly tactical discussion about where AI is genuinely creating leverage today and what firms need to do to stay competitive as the technology evolves.
S2 · E12
May 19 · 41 min
Dr. John Licato on the Trust Problem in AI
In this episode of Leap to Scale, Justin Davis and Greg Ross-Munro sit down with Dr. John Licato, CEO of SquarePak and Associate Professor at the University of South Florida, to explore one of AI’s biggest unsolved challenges: trust. They discuss why hallucination-resistant AI matters in high-stakes environments like contracts and legal reasoning, how adversarial systems can improve AI decision-making, and why “I don’t know” may be one of the hardest capabilities for AI to develop. The conversation also dives into the future of professional services, the risks of replacing junior talent too quickly, and what business leaders should be thinking about as AI reshapes how expertise is developed and delivered.
S2 · E11
May 7 · 28 min
Prototype Like You Mean It, Part 2
In part two of this prototyping series, Justin Davis and Greg Ross-Munro focus on what happens after you build the prototype: getting meaningful feedback, iterating with intention, and knowing when something is ready to move toward production. They explain how to run effective feedback sessions without getting distracted by surface-level opinions, why mental models matter more than button placement, and how fidelity should increase alongside certainty. The conversation also tackles a modern challenge: when AI-built prototypes blur the line between experiment and product, and how to decide when to bring in professional help.
S2 · E10
April 28 · 26 min
Prototype Like You Mean It, Part 1
In this episode, Justin Davis and Greg Ross-Munro break down why prototyping is one of the most important steps in building software-driven products or improving service business operations. They explain how prototypes help test whether an idea actually solves a problem before investing serious time and money into building it. The discussion covers practical ways to prototype quickly using spreadsheets, forms, automation tools, and AI-assisted development. They also explore the difference between prototypes and proof-of-concepts—and why entrepreneurs must avoid becoming emotionally attached to early versions of their ideas.
S2 · E9
March 10 · 40 min
Tech Stack Triage: Choose Languages Without Losing Your Mind
Choosing a tech stack can feel like walking into a storm of buzzwords: languages, frameworks, and “best practices” that change every year. Justin and Greg break down a practical way for service-business leaders to choose technologies without getting paralyzed. They explain what a “tech stack” actually is, why performance usually isn’t the deciding factor, and what matters more: hiring market, community support, and long-term maintainability. Plus, a clear rule of thumb for mobile apps: when to go cross-platform with React Native or Flutter.
S2 · E8
March 3 · 31 min
Faster Wins: How Service Businesses Can Scale with Tech
Greg and Justin dive into why speed, not size, determines success in service industries. From automating field operations and digitizing workflows to cutting billing cycles and error rates, they show how even small tech upgrades can drive major efficiency gains. Real-world examples prove that smarter processes boost margins and competitive edge.
S2 · E7
February 23 · 33 min
Productize What You Already Do
Professional services firms are trapped in the hours-for-dollars model, but they do not have to be. In this episode, Greg and Justin break down how to increase margins by productizing the work you already do, using process, automation, and AI. They explain why service businesses struggle to scale, how to identify bottlenecks, and where technology can unlock recurring revenue without replacing your team. If you want higher margins without adding headcount, this episode gives you a practical roadmap to start.
S2 · E6
January 20 · 31 min
Policies, Not Panic: Practical AI Safety for Your Organization
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—clear policies and practical guardrails matter.
S2 · E5
January 12 · 33 min
KPIs That Actually Matter (and the Ones to Ignore)
Greg and Justin break down the handful of metrics that really move a service business: proposal-to-close time, win rate, conversion from site visit to “get a quote,” jobs-per-day, and collections cycle. They show how software (not spreadsheets) unlocks extras like proposal views and automated nudges—and why tracking over time reveals where to push next.
S2 · E4
January 5 · 25 min
AI for Service Businesses: From Hype to Hands-On
Greg and Justin cut through the buzz around AI to talk about what it really means for service-based companies. They explore why adoption has been slow, where businesses can find low-risk, high-value applications, and how to start experimenting safely. The conversation is packed with real examples, from automating invoices to improving meeting notes, and ends with a call to action: start small, start now.
S2 · E3
Dec 29, 2025 · 29 min
What Is MCP (Model Context Protocol) and Why It Matters
In this episode of Leap to Scale, Justin Davis and Greg Ross-Munro break down Model Context Protocol (MCP) and explain why it is such a powerful shift in how AI interacts with real business systems. Starting with a simple explanation of APIs, they explore how MCP allows AI to securely connect to tools like CRMs, time tracking, and project management software so teams can ask questions, automate workflows, and take action using natural language. If you want a practical look at how AI can move beyond chat and become a true partner in scaling your business, this episode is a must-listen.
S2 · E1
Dec 9, 2025 · 1 min
Introducing Leap to Scale: Same Team, Sharper Focus
Big news! Decoder is becoming Leap to Scale. In this brief announcement, we talk about why the shift matters, what prompted the name change, and how our content is getting even more focused on helping service-firm operators grow sustainably. No fluff, just actionable steps to scale smarter.
S2 · E2
Dec 9, 2025 · 14 min
Don’t Get Eaten by the Robots: A New Era for Service Businesses
Service companies are facing their biggest transformation since the internet boom. Greg and Justin talk about the cultural and technological shifts driving it, from AI tools and automation to changing customer comfort with digital experiences. The takeaway: every business leader should be exploring how to use technology to boost margins, delight customers, and stay ahead of disruption.
Nov 19, 2024 · 45 min
Design Talk 101: How to Discuss Design Without Being a Designer
How do you critique product design when you’re not a designer? In this episode of Decoder, we’re breaking down the art of design communication to help non-designers collaborate effectively with design teams. Sara Altenhoff sits down with Sourcetoad’s CEO Greg Ross-Munro and VP of UX Justin Davis to explore how to navigate design conversations and avoid the dreaded “it just doesn’t feel right” feedback trap. Here’s what you’ll learn: How to express your design concerns clearly and constructively. Key principles and terms to help you describe “good” vs. “bad” design. Real-world tips for developing your sense of good design taste. From understanding the “language” of design to recognizing successful digital products, this episode is packed with actionable insights for anyone involved in product development. Whether you’re a business owner, stakeholder, or simply curious about UX, this is your ultimate guide to mastering design critique. 🎧 Tune in now and subscribe for more behind-the-scenes insights into the world of digital product development!
Aug 20, 2024 · 28 min
EdTech Essentials: What You Need to Know to Build Software for Education
In this episode, Sara Altenhoff is joined by Greg Ross-Munro and Nick DeMelas. The three discuss the most important things to consider when building software for education. Key Points Discussed: Interface Design: What special considerations should you make when designing software for learners of all ages? Integrations in Educational Software: From LMS to rostering tools, integrations are a must for efficiency, scalability, and ease of use. Compliance and Security: Which regulations should you be aware of when building software for education? How can you ensure student data is secure? Building AI into Education Systems: How is AI currently being used in education? Where is the future headed for enhancing learning experiences and outcomes with AI? Listen today to gain insights into building software and apps for education. Don't forget to subscribe and follow the Decoder Podcast for more valuable insights into the world of software development!

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