Keep control of your experiment data.

Colibri Platform™ captures and organizes Hummingbird holder data with complete microscope session metadata, including timing, setpoints, environmental conditions, alarms, notes, and system events. By aligning imaging data with the full experimental record, it eliminates dependence on proprietary analysis tools and supports flexible, open workflows with seamless data export and integration.

The image is only half the experiment.

In-situ microscopy images are most valuable when they remain connected to the conditions that produced them. Temperature, pressure, gas composition, liquid flow, voltage, current, tilt, position, timing, and hardware state can all affect what the microscope records. Colibri helps preserve that context as an exportable experiment record that can travel with the data.

What is an in-situ experiment record?

An in-situ experiment record is the structured record of what happened to the sample during an experiment: setpoints, measured values, hardware states, timestamps, alarms, notes, and export files.


These records capture experimental data across multiple domains, providing a complete, exportable view of the conditions applied during each experiment.

Thermal data
Temperature, setpoint, ramp rate, dwell time, heater power, sensor state
Gas data
Pressure, channel state, gas ratio, purge events, flow, analyzer data
Liquid data
Flow state, pump settings, liquid volume, heating state
Electrical data
Voltage, current, compliance limits, sweep steps, potentiostat reference
Motion data
Manipulator position, tilt angle, stage/holder position, saved locations
Safety data
Alarms, limits, interlocks, emergency stop events
Session data
Start/stop time, operator notes, sample ID, holder ID, chip ID, microscope ID
Export data
CSV, JSON, HDF5/Zarr, PDF report, image/video references

Open data exports

Hummingbird Scientific believes in exportable, interoperable experiment records. Researchers should be able to review experimental conditions outside the instrument room, connect control logs with microscope image data, share results with collaborators, and preserve metadata in formats that support long-term, reproducible scientific workflows.

Colibri Platform™ data management is built around open data access, not data lock-in, enabling integration with external analysis tools, custom pipelines, and evolving research workflows.

Current
CSV logs
Planned
JSON experiment record
Planned
HDF5/Zarr-compatible export
Planned
PDF experiment summary
Custom
Customer/OEM-specific export

Aligning control data with microscope data

Manual alignment

User aligns Hummingbird logs with microscope image timestamps after the experiment.

Timestamp alignment

Hummingbird logs and microscope files share timestamps/session identifiers.

Synchronized workflow

Control actions and acquisition steps are coordinated through supported APIs or custom integration.

Open-source and analysis workflows

Colibri Platform™ data formats are designed to support open-source tools, custom analysis pipelines, and AI-driven microscopy workflows without requiring proprietary environments.

Liquid-cell TEM

Export temperature/liquid-flow/control log for alignment with image stack.

Gas-cell catalysis

Export pressure/gas-ratio/heating history for comparison with image/video data.

Biasing / EBIC

Export voltage/current/time data for correlation with detector signals.

4D-STEM

Export stage/position/stimulus timing to support external data pipelines.

Tomography

Export tilt/position/environment state to support reconstruction metadata.

AI workflows

Provide structured telemetry for downstream feature detection or adaptive experiments.

Frequently Asked Questions

What data can Hummingbird software record?
Can Hummingbird software export data?
Can Hummingbird data be aligned with TEM images?
Can Hummingbird support custom OEM integrations?
Can Hummingbird support Python workflows?
Can experiment records be used for AI or machine-learning workflows?

Discuss your data management workflow

Share your software requirements, automation goals, and microscopy workflows to receive a customized quote and recommended control, integration, and data management solutions.