Managing digital labor at scale
A control surface that grows with the provider, from a first AI worker to a fleet across hundreds of client businesses.

A hundred thousand AI workers. One question: what needs me today?
Pax8 is building for a new kind of provider: one that takes on a small business’s AI workers, its digital labor, and runs them as a service. The providers already doing it had no way to see their whole fleet, only one customer at a time. As VP of Design and design lead for Pax8’s new agent-first business unit, I pitched a control surface that grows with the provider, from a first visit to a fleet across hundreds of clients, and built the prototype myself in Claude Code. Pax8 is taking it to early access in October 2026.
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- Company
- Pax8
- Timeframe
- 6 weeks · 2026
- My role
- VP of Design · Design lead
- Status
- Prototype · early access targeted Oct 2026
- AI-native product design
- Agentic workflows
- Data visualization
- Rapid prototyping
- Visual design
