Data Fabric
One queryable layer for every data source in your lab.
Plate reader exports, sequencing outputs, imaging files, ELN entries, and analysis scripts — currently scattered across instruments, shared drives, and individual laptops. The Data Fabric normalizes every source into a unified schema with full provenance, so any result is findable and traceable.
Capabilities
Connected instruments. Traceable results. No manual exports.
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Instrument connectors
Connectors for plate readers, qPCR thermocyclers, flow cytometers, gel imaging systems, and sequencers. Raw output from each instrument flows directly into the experiment record — no CSV-copy intermediary.
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Unified data schema
Absorbance readings, cycle threshold values, cell count percentages, and FASTQ metadata all map to a consistent internal schema. Downstream analyses operate on normalized data — not on the idiosyncratic export format of whichever instrument ran last.
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Cross-experiment search
Ask natural-language questions across your full experimental history: "plate reader runs from October with condition B above threshold 0.8." Results link directly to the protocol version and operator that produced them.
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Data provenance and lineage
Every data point carries its lineage: instrument serial, run ID, operator, protocol version, and timestamp. Traceability is structural — not a field someone may or may not have filled in.
Your instruments connected. Your results traceable. No integration project required.
Request early access and we will walk through the instrument connectors available for your lab's setup.
Request Early Access