DiscoverFounders and EmpanadasScaling Food Waste Solutions: Smarter AI, Smaller Footprint, with Adam Bailey, Co-Founder & CTO @ Topanga
Scaling Food Waste Solutions: Smarter AI, Smaller Footprint, with Adam Bailey, Co-Founder & CTO @ Topanga

Scaling Food Waste Solutions: Smarter AI, Smaller Footprint, with Adam Bailey, Co-Founder & CTO @ Topanga

Update: 2025-05-06
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The future doesn’t belong to the loudest idea. It belongs to the teams that can execute in the messiest industries.


In this episode of Founders & Empanadas, Joshua sits down with Adam Bailey, Co-Founder and CTO of Topanga.io, to explore what it really takes to scale technology that solves real-world operational problems—starting with food waste.


Adam shares how Topanga pivoted from food delivery to building a kitchen intelligence platform used by universities, hospitals, and senior living communities across North America.


They dig into what founders get wrong about market sizing, why human-in-the-loop AI outperforms pure automation, and how tiny shifts in workflow design can create massive financial and environmental wins.


Topics include:


  • Why solving food waste starts with rethinking operator workflows


  • How to scale into fragmented sectors like education, healthcare, and hospitality


  • Why cutting user effort is the hidden key to product adoption


  • The tradeoffs of human-in-the-loop vs full automation


  • What it really takes to stay mission-driven when the operational reality gets messy


  • Why TAM isn’t everything (and how to find markets that compound through word of mouth)


This isn’t just a conversation about sustainability. It’s a conversation about designing systems that actually work at scale.


📌 Timestamps:


0:00 – Intro and empanadas


1:00 – Early pivots: from food delivery to container tracking


5:00 – Unlocking the reusable container model for universities


8:00 – Scaling into senior living and healthcare


10:00 – StreamLine: How Topanga built smarter AI + human workflows


15:00 – Go-to-market motion: Word-of-mouth and strategic partnerships


24:00 – Mental health and operational intensity in startups


30:00 – Why zero food waste isn’t the goal (and what the real target is)


35:00 – Financial impact of small waste reductions


38:00 – Adam’s advice on market analysis beyond TAM


40:00 – Final reflections on building for impact

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Scaling Food Waste Solutions: Smarter AI, Smaller Footprint, with Adam Bailey, Co-Founder & CTO @ Topanga

Scaling Food Waste Solutions: Smarter AI, Smaller Footprint, with Adam Bailey, Co-Founder & CTO @ Topanga

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