01 - The fact
The timeline will compress
Most believe autonomous AI doctors are decades away. We believe the convergence of clinical AI and the workforce crisis will compress that timeline dramatically - and regulation will follow.
Superposition Labs
Building the infrastructure to deploy medical superintelligence
When AI is ready to practice medicine, the limiting factor will be its deployment. We're building it now.
The crisis
A structural shortage is meeting a defining breakthrough.
M
Projected global health worker shortfall by 2030
WHO
Projected US physician shortage by 2036
AAMC, 2024
%
Med-Gemini's score on MedQA physician benchmarks
Google DeepMind, 2024
+
Hospitals in China already deploying clinical AI
MIIT, 2025
The physician shortage is structural and accelerating. Clinical AI is crossing the capability threshold. The regulatory ice is starting to crack - Utah approved autonomous AI prescribing in January 2026; China has deployed clinical AI across 93.5% of its provinces.
The thesis
When the moment arrives, the layer beneath it will decide who deploys.
02 - The bottleneck
Deployment, not models
Medical superintelligence and regulation are around the corner. The bottleneck is the infrastructure and trust layer needed to deploy it safely, country by country. The paved road for a new technology is the limiting factor.
03 - The harness
Regulatory scaffolding, clinical workflow, last-mile distribution.
Clinical AI's interface - regulatory scaffolding, workflow integration, liability frameworks, and last-mile distribution infrastructure. Deeply embedded in each country's laws, health systems, and society.
The approach
An uncertain timeline requires strong footholds. Base camps on the way up with a square aim to the end goal.
Standalone products that deliver value to real people. Each one progressively extends the harness - clinical integrations, regulatory pathways, trust by the system. Building the route to the patients at scale and from within.
The trail
Sequence of products for the end summit
A running record: what is shipped, what is under construction, and what comes next.
- 01· deployed
SignatureAPI
Developer-first e-signature platform. Handles consent forms, authorizations, and audit trails in large volume. Our beachhead into healthcare document handling.
- 02· building
Clinical Agents Orchestrator
PACS and FHIR integration with audit primitives to run swarms of frontier AI. Starting with radiological screening for opportunistic findings.
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