Supervision Filter
Supervision burden is what happens when a product's users stop executing work and start overseeing agents, exceptions, and automated decisions. Their job becomes watching, verifying, escalating, or deciding from complex system output. The cost of getting that wrong is a compliance event, a failed disbursement, a lost order.
This is the condition that collapses your three published pillars into one story a hiring committee can read in a single pass. Agentic Labs proves you design the oversight surface an agent requires. Alibaba proves you build trust architecture at the enterprise-scale commitment moment. Thermo Fisher and Red Cross prove you design exception-first control in environments where misplaced trust triggers real failures. Three different system boundaries, same discipline.
If you present those as separate narratives about AI, enterprise, and 0→1, the hiring committee has to do the synthesis work themselves. Most won't. Supervision burden does it for them. When you scan a posting, run it through this filter first. The pillars follow.
Market Signals
Discipline Reads
The Supervision Burden 100
One hundred companies beyond your current 35 targets, organized by the supervision design problem their products create. Ten clusters scored by how urgently each needs a design leader who understands what happens when humans stop doing the work and start overseeing the agent that does. One posting is live and actionable today: Vanta, Head of Design, four days old. Three more are at Probe. The remaining 96 have named promotion conditions — specific triggers that tell you when to move.
The Supervision Burden 100
One hundred companies beyond your current 35 targets, organized by the supervision design problem their products create. Ten clusters scored by how urgently each needs a design leader who understands what happens when humans stop doing the work and start overseeing the agent that does. One posting is live and actionable today: Vanta, Head of Design, four days old. Three more are at Probe. The remaining 96 have named promotion conditions — specific triggers that tell you when to move.