AI Generating $600M in Real-World Revenue: The Boring Vertical Playbook

Netice CEO Melisa Tokmak argues that the real opportunity for AI isn't in coding agents or chatbots, but in autonomously running mission-critical workflows for essential services like HVAC and roofing. The company has already generated over $600M in customer value by handling 70% of first-touch interactions autonomously. This is operational AI with measurable financial outcomes.

Tokmak challenges the assumption that legacy industries are slow to adopt AI. She describes massive enterprises making half-million-dollar buying decisions in 14 days. The key differentiator isn't technology but focus—building a product that scales across thousands of diverse companies rather than buying and optimizing a handful.

The deeper insight is about the nature of real-world complexity. These systems must handle 3 AM phone calls, seasonal demand spikes, and the human element of a customer's worst day. Robotics and AGI are decades away for this market, but specialized orchestration layers can deliver value today.

The tradeoff is between vertical focus and platform ambition. Netice isn't trying to replace labor—it's optimizing everything around it. The real bottleneck isn't model capability but operational integration, governance, and the willingness to build for boring but profitable industries.