Your instruments generate data. Too much of it never gets used.
Unify every instrument in your lab with a single, open data foundation. We automatically standardize and contextualize your data, creating an engine for scientific intelligence that compounds year over year.
Most labs have already solved connectivity. They did it in patches — CSV exports, manual uploads, point-to-point scripts. The problem is what those patches leave behind.
The Scientific Data Foundry includes pre-built, validated connectors for instruments across every stage of the scientific workflow from discovery through QC. Each connector does more than move a file. It parses raw output into a standardized Intermediate Data Schema (IDS), enriches it with experiment context, and publishes structured, AI-ready data to a governed data lake.
No custom scripts. No fragile pipelines. No data that only one application can read.
Every script is tied to a specific instrument and a specific software version. When the vendor pushes an update, the connection fails, and someone in the lab has to notice and rebuild it.
A file lands somewhere, but stripped of the experiment it came from — no sample ID, no instrument, no researcher, no run conditions. It's data nobody can trust six months later.
Every instrument you add and every year you don't fix this makes the pile of unusable data bigger. The cost isn't flat. It grows.
Connectors for every stage of the scientific workflow
The Scientific Data Foundry includes pre-built, validated connectors for instruments across discovery, development, and QC. Each connector pulls raw output, enriches it with experiment context, and converts it into a standardized Intermediate Data Schema (IDS) — structured, AI-ready data published to a governed data lake.
No custom scripts. No fragile pipelines. No data that only one application can read.
Flow cytometry, plate readers, microscopy, liquid handling, spectrophotometry
Cell counters, bioreactors, FPLC, HPLC, ELN/LIMS integration
pH meters, capillary electrophoresis, qPCR, and chromatography data systems including Chromeleon, Empower, Unicorn, ChemStation, OpenLab, and LabSolutions
Browse the full connector catalog at developers.tetrascience.com
From raw instrument output to AI-ready data — automatically
Containerized connectors deploy in your environment — cloud, on-prem, or hybrid. They monitor instrument outputs, shared folders, and file services, pulling data automatically without interrupting lab workflows.
Each raw file is parsed and converted into a structured IDS file — a vendor-agnostic, normalized representation that makes scientific data comparable across instruments, sites, and time.
Experiment metadata, sample IDs, instrument type, site, and researcher information are attached at ingestion, not reconstructed later. The data arrives in the Foundry already understood.
Standardized data flows automatically to ELN and LIMS systems, analytics applications, AI models, and cross-functional dashboards — no manual reformatting or scripting.
Build your own connectors. On the same open architecture.
If your instrument isn't in the library — or your workflow needs something custom — the Connector SDK gives your informatics and data engineering teams a framework to build, deploy, and maintain their own integrations, without rebuilding the infrastructure underneath.
