Scientific Software & Data Workflows
Research software, instrument data integration, and analysis pipelines built for real laboratory workflows.
1,400+
Institutions Served
280+
Peer-Reviewed Citations
12+
Years Building
Overview
ConductScience builds and supports software that scientists use in active research environments: experiment control, instrument and sensor data integration, analysis pipelines, and the configuration, logging, and validation tooling that makes results reproducible. Our software products — including ConductVision, ConductMaze, and ConductCognition — run in laboratories worldwide, and the same team delivers custom modules, command-line and graphical interfaces, and data workflows for individual research programs and facilities.
Features & Capabilities
Research Software Development
Custom modules, CLI and GUI tooling, configuration management, and observation logging for experimental workflows.
Instrument & Sensor Integration
Data acquisition from instruments, cameras, and sensors into structured, analysis-ready datasets.
Analysis Pipelines
Reproducible processing pipelines with versioned dependencies, QC checkpoints, and automated validation scripts.
Workflow Automation
Scheduled jobs, model update scripts, and repeatable test scripts that keep long-running studies consistent.
How It Works
Scope
Map the experimental workflow, data sources, and validation requirements.
Build
Develop in short iterations with working demos and researcher feedback.
Support
Deliver documentation, training, and maintenance through acceptance and beyond.
What Sets Us Apart
- Commercial software products validated in independent research sites
- Scientists who code — experimental design expertise built in
- Validation-first: outputs checked against physically observed ground truth
- Documentation and maintainability treated as deliverables, not afterthoughts
Ready to Get Started?
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