DepthCat turns lab video into structured data
Capture point-of-view experiment video, compare execution against protocols, and run AI over every recorded procedure for QA, reproducibility, and training.
Product Architecture
An end-to-end platform designed to digitize and structure lab workflows.
Capture & Storage
Secure, point-of-view video recording directly from the bench.
- checkContinuous 4K recording
- checkSecure cloud synchronization
- checkZero-friction bench setup
AI & Protocol Intelligence
Machine learning models trained to understand scientific procedures.
- checkAutomated protocol alignment
- checkDeviation detection
- checkSearchable structured data output
Device & Fleet Ops
Centralized management for deployment across multiple labs and sites.
- checkRemote hardware management
- checkReal-time status monitoring
- checkOver-the-air updates
Use Cases
Transforming raw lab footage into actionable operational insights.
Protocol Compliance
Ensure standard operating procedures are followed exactly. Automatically flag deviations for faster QA review and audit readiness.
Training & Onboarding
Accelerate new hire ramp-up using actual recordings of successful and failed experiments as targeted training material.
Investigation & QA
When an assay fails, stop guessing. Review the exact point-of-view footage to find the root cause, improving overall reproducibility.
Building the System of Record for Scientific Execution
For decades, the life sciences industry has relied on manual data entry and memory to record what happens at the bench. DepthCat is digitizing the physical reality of the lab.
Driven by strong market tailwinds in AI automation and the demand for higher reproducibility in biotech, we are uniquely positioned to bridge the gap between physical protocols and digital data ecosystems.
Read our vision arrow_forwardCapturing the missing 90% of experimental context.
Frequently Asked Questions
Does DepthCat integrate with my existing ELN/LIMS?expand_more
Yes. We offer standard API integrations and pre-built connectors for major ELN and LIMS providers to ensure video metadata syncs seamlessly with your existing records.
Is the platform hardware-agnostic?expand_more
While we provide optimized capture hardware for the easiest setup, our ingestion pipeline and AI models are designed to handle video from a variety of existing camera sources.
What types of labs is this for?expand_more
DepthCat is built for high-throughput biotech, Contract Research Organizations (CROs), and GMP/QC labs where protocol adherence and reproducibility are critical.