Episode 3

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Published on:

1st Jul 2025

Prototype, Iterate, Repeat: Building AI Use Cases That Actually Work with Jess Hall

In this episode of Empowered by AI: Women Entrepreneurs Leading the Way, host Michelle Muncy-Silva sits down with Jess Hall, product strategist at OpsCanvas and expert in AI use case prototyping. Jess shares candid insights on how entrepreneurs and teams can move from overthinking to actionable iteration using AI. If you’ve ever hesitated to start building with AI because the vision wasn’t clear enough—this conversation is your blueprint for getting unstuck. Discover why success comes from experimenting with the small things first, how language is the new interface, and why AI implementation should always reconnect to human needs.

Timestamps:

  • 00:00 – Intro & Jess's background: From product strategy to AI use cases
  • 04:15 – Why “version one” doesn’t need to be perfect
  • 07:45 – The importance of reconnecting to conceptual thinking in an AI age
  • 11:30 – Prototyping your way to clarity: the OpsCanvas approach
  • 16:00 – Key AI use case patterns emerging across industries
  • 20:20 – How to evaluate which use cases are worth pursuing
  • 25:10 – The mindset shift: It's okay to learn in public
  • 30:00 – Language as the new interface: what this means for business tools
  • 35:20 – Empowering teams through curiosity and structure
  • 40:00 – Advice for entrepreneurs just getting started with AI
  • 42:30 – What’s next for Jess Hall and OpsCanvas

This episode is your reminder that AI innovation starts with brave first steps, not perfect plans. Jess Hall shares the mindset and tactics that allow entrepreneurs and teams to iterate with purpose. Be sure to follow Jess and explore her work at OpsCanvas.

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About the Podcast

Empowered by AI
Women Entrepreneurs Leading the Way
Empowered by AI is the go-to podcast for women entrepreneurs and leaders who are ready to harness AI, no tech background required. Hosted by Michelle Muncy-Silva, founder of Innovative AI Studio and Executive Director of She Leads AI Academy, this show spotlights trailblazing women who are not just using AI; they're demanding a seat at the table in shaping it. From practical tools to ethical frameworks, every episode delivers real talk and actionable strategies for women building businesses and leading boldly in the age of AI. Whether you're automating your workflows, building a standout brand, or navigating the intersection of AI and equity, this is your community. Each episode features conversations with women at the forefront of AI and entrepreneurship, plus the tools, strategies, and stories you can put into practice immediately. We explore AI-enhanced storytelling, using AI to streamline and scale, and what it looks like when women lead the AI revolution on their own terms. Every episode ends with one question to our guests: What's next? Empowered by AI — your weekly dose of inspiration, strategy, and community. Hit subscribe and let's build the future together.

About your host

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Michelle Muncy-Silva

Michelle Muncy-Silva is an AI educator, innovator, and Executive Director of the She Leads AI Academy. She is also the founder of Data Parity AI and host of the Empowered by AI podcast. Her work helps educators, founders and institutions use AI with clarity, ethics, and purpose. With a background in curriculum design and human-centered data practices, Michelle makes emerging technologies practical and accessible for non-technical leaders.