Healthcare & Life Sciences
Lab automation, sample prep, and data for the next generation of medical robotics.
Industry Context
Healthcare and life sciences face labor shortages, strict protocols, and the need for traceability. Lab automation and assistive robots can scale capacity and consistency — but they require data that reflects real workflows, safety constraints, and human-robot collaboration.
What We Offer
- Data Collection — Demonstrations for sample prep, reagent handling, instrument integration, and diagnostic workflows. Data formatted for imitation learning and compliance logging.
- Lab Automation — OpenArm and platforms for integration with analyzers, incubators, and liquid handlers. Modular, reconfigurable.
- Fearless Data Platform — Log protocol deviations, errors, and retry events. Replay, analyze, and improve policy robustness.
- Assistive & Surgical Robotics — Data for training assistive systems (e.g., feeding, mobility aids) and surgical planning. Human-in-the-loop, teleoperation.
Value We Deliver
- Throughput — Automate repetitive steps; free staff for interpretation and patient care.
- Reproducibility — Consistent protocols, logged data. Support for audit trails.
- Safety — Robots handle hazardous or sterile samples; reduce exposure risk.
- Scalability — Learning-based systems adapt to new assays and protocols.
Example Use Cases
- Clinical lab: sample prep, aliquoting, analyzer loading
- Diagnostics: PCR, sequencing, immunoassay workflows
- Assistive: feeding, dressing, mobility support
- Rehabilitation: guided therapy, data collection for progress tracking