From data to evidence
Applications that collect, clean, calculate, compare and visualize experimental data while preserving parameters and provenance.
STOODIA TEVIO · CUSTOM SCIENTIFIC SOFTWARE
Software built around your research method
When an experiment no longer fits spreadsheets, disconnected scripts or general-purpose tools, we turn the method, instruments and data flow into one working system.
Turn a fragile chain of manual operations into a reproducible workflow
The goal is not another isolated program. It is a clear path from acquisition to a result that a researcher can inspect, repeat and defend.
Measurements from images and video
Computer vision for objects, trajectories, morphology and events, designed together with visual quality control.
The laboratory as one system
Instrument integration, acquisition, processing and reporting joined into a workflow that matches the protocol.
AI that can be checked
Automation where it saves work, with confidence, review points and a conventional fallback where uncertainty matters.
Engineering starts with the experiment, not a technology list
We choose architecture only after understanding the data, acceptance criteria and the conditions in which the method must remain reliable.
- 1
Understand the method
Map the scientific question, protocol, source data, current bottleneck and definition of a trustworthy result.
- 2
Test on real material
Build a focused prototype around the highest-risk calculation, integration or recognition task.
- 3
Make it reproducible
Turn the proven core into a traceable workflow with review, diagnostics, exports and repeatable settings.
- 4
Deliver and evolve
Deploy locally, on servers or in a hybrid contour, document the system and keep a safe path for development.
Acceptance criteria before scaleArchitecture follows real dataLocal, server or hybrid deploymentProvenance built into the result
Experience that can be inspected, not a catalogue of promises
These systems started as specific research bottlenecks and became reproducible tools with visible intermediate results.
Stoodia Vision
- Research problem
- Convert aquarium video into measurable movement and behavior without losing the link to the original experiment.
- Working result
- A desktop and cloud workflow for detection, trajectories, visual review, behavioral metrics and group comparison.
CytoMaster
- Research problem
- Replace fragmented FCS processing and manual gating checks with one repeatable analytical process.
- Working result
- Import, gating, comparison, batch calculation, visual verification and report-ready exports in one system.
BRING THE METHOD, DATA AND BOTTLENECK
Let us find the smallest useful step toward a working system
Describe what you measure, what currently takes too much time or creates doubt, and what result your team needs to trust.