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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 to new challenges, fast.
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 switch 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 lab workflows in clean code, with true versioning. Enjoy plug-and-play device integration, with 99% fewer calls from scientists to fix things.
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. Get custom messages sent wherever you want them.
Build workflows in Python
Automation That Scales
Write clean code logic and loops. 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 one workflow, one device, and expand as confidence grows. No rip-and-replace required.
Your workflows are written in Python, built on open standards, and owned entirely by you. There's no proprietary runtime, no black box, and no automation that only works inside our ecosystem. Whatever happens, your code stays yours.
No. It connects to your ELN/LIMS and internal tools via API, so they can trigger workflows and receive results without manual handoffs.
Workflows are written in Python against our open SDK. There's no proprietary scripting language to learn and no automation trapped inside a vendor app. Swap the device, keep the logic.
UniteLabs gives you low-level control of individual devices plus cross-instrument orchestration, data flow, cloud execution, and production-grade reliability. It's the difference between a driver and a platform.
No. UniteLabs supports different deployment setups (Cloud / Edge / Enterprise) depending on your security and infrastructure needs.
Hundreds, and counting. From liquid handlers to imagers and more. If it has an interface, we likely support it. Visit our Hub to find out.
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 data point for smarter decisions.
Explore Our Solutions
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.