AI for Main Street - Fireroad - Christy Johnson

Christy Johnson, Founding Partner of Fireroad Ventures, discusses the firm’s thesis around applying AI to small and local businesses and digs into their pre-seed investment in Ando, a workforce scheduling platform designed to improve job quality and scheduling flexibility for the 82 million hourly W-2 workers across food service, hospitality, and transportation.

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Guests:

Christy Johnson: Founding Partner, Fireroad

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Deal Highlights:

Ando is a workforce management platform serving industries with large hourly W-2 workforces—food service, hospitality, and transportation—where chronic overemployment and unpredictable scheduling drive turnover rates exceeding 150% annually. The platform delivers AI-powered predictive scheduling for employers while simultaneously giving employees cross-employer schedule visibility, enabling workers to coordinate hours across multiple jobs and personal obligations. The company is targeting the 82 million hourly workers in the U.S., positioning itself to build the largest labor graph in the country.

Fireroad invested in Ando’s approximately $1 million pre-seed round via a SAFE note, writing a check in the $100–200K range. Diligence spanned roughly three weeks, from an initial partner call on April 7 to an investment committee decision on April 25, with the round closing in early June. Key conviction drivers included founder and CEO Paul Wellens’ deep domain experience scaling brands such as KFC and Einstein Bagels, a rigorous 40-page first-party research white paper, and early commercial traction with multi-location partners. The company, originally named Methodic, rebranded to Ando ahead of a planned $ 3–4 million seed raise targeting further commercial expansion.

Connect with the host, Mark King, on LinkedIn.