Companies building the substrate of intelligence.

True platform value lives in the Workflow Engine, not in any single AI agent.

Each new deployment compounds — new integrations, workflow logic, and operational knowledge reduce cost and raise capability for every subsequent clinic.

Land-and-Expand from one workflow (referral, phone routing) to full-practice automation unlocks an ACV path from $60K to $240K+.

Foundation models are becoming commodities. The enterprise moat is in proprietary post-trained models, not access to base capabilities.

Post-training is the next infrastructure layer after inference — analogous to what Databricks did for data.

Exceptional founder-market fit: the team built the systems this product replaces.

Experience Data, not Environment, is the long-term moat.

Compounding generalization: each new environment expands the data flywheel, making every subsequent model better at unseen tasks.

Fleet is positioned to be the Scale AI of the post-training era — not a data vendor but a system that continuously produces data.

Continuous molecular telemetry is the next vital sign frontier beyond heart rate and glucose.

Proprietary biosensor hardware generates the rarest biometric data asset: longitudinal, high-frequency endocrine trajectories.

On-device calibration and hormone intelligence models turn raw sensor signals into actionable physiological guidance.

Embodied Foundation Models: Building general-purpose robot intelligence that can transfer across tasks, environments, and hardware, targeting a foundational layer for the emerging Physical AI ecosystem.

Scalable Robot Learning: Large-scale physical interaction data enables models to generalize and rapidly adapt to new tasks, with GEN-1.5 demonstrating in-context learning from as little as 12 seconds of human demonstration.

World-Class Founding Team: Combines frontier AI research and real-world robotics expertise from Google DeepMind, OpenAI, and Boston Dynamics, positioning the company to tackle the technical challenges of general-purpose robotic intelligence.