An applied research lab

Agents and software for life sciences.

An abstract contour study: three drifting fields merge and separate.

We research and build agents for the scientific and operational work of life sciences.

Help shape what we build.

Become a design partner
Lab operations

Understanding laboratory practice.

We study the relationship between laboratory practice and the systems that support it. Design partners help us understand existing processes and improve them.

Applied research

Systems for laboratory operations.

We build agentic systems around the technical and operational requirements of labs and pharmacies.

Environmental monitoring

Schedule air and surface sampling in cleanrooms, record results and follow up when a result is out of limits.

Equipment and assets

Track hoods, fridges, balances and other equipment, with calibration, certification and maintenance due dates.

Deviations and CAPAs

Draft deviation reports and corrective and preventive actions (CAPAs) for your team to review and approve.

SOPs and training

Link standard operating procedure (SOP) revisions with training records and competency checks.

Inspection readiness

Assemble traceable records and export summaries for a state board of pharmacy or FDA inspection.

Document intake

Extract structured records from PDF certifier reports, lab results and certificates for your team to review and approve.

Frequently asked questions

Life-sciences labs, 503A compounding pharmacies, 503B outsourcing facilities and small drug manufacturers.