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Self-Describing Interfaces
Readable by both humans and AI agents. No manual mapping is required.
Lab Automators, Let's Build In Code
Get walkaway workflows running in Python. No more manual data transfers, endless debugging, or black boxes. UniteLabs makes all lab devices readable, writable, and automation-ready.
Solutions for Lab Automators
Meet the Better Way to Automate Your Lab
Stop rebuilding, start shipping.
Lab automators are expected to keep the system ticking. You need a bulletproof, scalable and vendor-agnostic automation infrastructure. One that adapts fast to new challenges.
Problem
Constant breakages
Brittle scripts, automation breaks, and hard-to-implement change requests are slowing you down. You want walkaway automation instead.
Vendor software challenges
Any automation you build relies on a deep knowledge of specific device software, with months of training for each. And waiting for vendor updates.
Nothing scales, at all
Building workflows requires complex cascaded GUI methods, thousands of clicks, no "real" version control, and no script reuse or vibecoding.
Your hardware feels… limited
You know it could do things like switching liquid classes mid-run, aspirate and dispense simultaneously, and do partial plate readouts. But it doesn't.
Trusted by tomorrow's biotech
Build.
Transfer.
Scale.
Control.
Do it once, do it right
Walkaway automation
Build rock-solid new lab workflows in clean code.
No more daily calls from scientists to fix things.
Issues get fixed faster, better, and more easily.
Build automations in Python, not a GUI
Vendor-agnostic control
Write modular workflows in Python, with a real SDK.
Transfer scripts across device vendors with ease.
Integrate any 3rd-party device with an API. Anything.
Get custom messages sent wherever you want them.
Build workflows in Python
Automation that scales
Write clean code logic and loops.
Needs just a few lines of code.
Get "real" version control in Git.
Collaborate easily with others.
Use AI and start vibecoding.
Access all hardware capabilities
Unlock low-level potential
Adjust liquid classes mid-run.
Add parallelization of 3rd-party devices.
Aspirate and dispense liquids at the same time.
Do partial readouts of plate readers.
And more… Much more.
For Lab Automators
Labs deserve better (software). So we built UniteLabs.
Features
The layer your lab needs for walkaway automation
From interface to infrastructure, every UniteLabs feature is designed to help Lab Automators integrate devices faster, build powerful automations, and scale across the lab.
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Vendor-Agnostic
Bidirectional connectors for control and data across devices and vendors.
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Python SDK (Lab-as-Code)
Build reusable workflows with clear abstractions. No more brittle glue code.
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Versioning + Reusability
Standardize labware, liquid handling logic, and workflow components.
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Observable & Traceable
Structured logs and execution metadata mean no more debug guesswork.
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Edge + Cloud Execution
Run close to instruments when needed, while keeping automation accessible.
FAQ
Got questions? We've got the answers.
If you have more queries about building your AI-driven lab then contact us. We'd love to hear from you.
Yes. Start with 1–2 workflows and a small set of devices, then expand incrementally. You'll quickly realize the possibilities of lab-as-code.
No. UniteLabs works just as well for lab automators who want flexible, scalable workflows today. And it keeps you AI-ready for later.
No. It connects to your ELN/LIMS and internal tools via API, so they can trigger workflows and receive results without manual handoffs.
UniteLabs is vendor-agnostic by design. Connectors standardize device access, so workflows aren’t trapped inside one vendor’s software.
No. UniteLabs supports different deployment setups (Cloud / Edge / Enterprise) depending on your security and infrastructure needs.
Explore our other solutions
Discover our modular platform, built to connect, scale and simplify every part of your lab.
Liquid Handling
From low-level pipetting to cross-platform fleet control: do it all, in code.
Lab Data as a Resource
Capture, clean, and connect every datapoint for smarter decisions.
Explore our Product
The analog era is over. Let's automate your lab
No pitch. No pressure. Just real conversations about how we can help your lab run better - today and tomorrow.