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Self-Describing Interfaces
Readable by both humans and AI agents. No manual mapping.
Let's Build Your AI-Driven Lab
Make everything readable, writable, and ready for AI. Even if you’re just starting to think about your lab's future, UniteLabs helps you lay the foundation today.
AI-Driven Labs
The Smarter Way To Automate Your Lab
Making Labs Truly AI-Ready
Bridging the gap between digital intelligence and physical execution means rethinking the entire infrastructure - from access and integration to data context.
Problem
No Real Access
Native desktop apps and black-box methods block automation. No APIs. No control. No integration.
Disconnected Infrastructure
Labs run on local machines. AI runs in the cloud. Bridging that gap takes too long, and too much effort.
Missing Context
Poor data. No labware metadata. No real-time insights. AI can’t act on what it doesn’t understand.
Trusted by tomorrow's biotech
Test.
Analyze.
Optimize.
Fully readable
Self-Describing Interfaces
With UniteLabs, devices expose their capabilities in both machine- and human-readable formats. That means AI agents and people can read, understand, and act. No manual mapping required.
Fully writeable
Workflow Generation
Our libraries provide the digital building blocks and real-world context for AI-based workflow generation. We’re the logical link between your lab and AI-powered discovery.
Ready for control
Physical Control for AI Agents
Go from hypothesis to execution faster. UniteLabs gives AI agents low-level control of lab hardware to run experiments, adapt in real time, and continuously optimize protocols.
Find your devices
Explore 175+ Connectors Powering Modern Labs
Features
The Software Your Lab Has Been Asking For
From interface to infrastructure, every UniteLabs feature was designed to make AI work in the lab. Not just watch from the sidelines.
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Deep Firmware Access
Directly control devices for faster responses times.
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Automation Libraries
Prebuilt modules for labware and more, ready to use.
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Contextual Metadata
Enriched data for smarter interfaces and real insight.
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Digital Lab Twin
Train AI on how your lab really works. End to end.
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Cloud-Native Execution
Run, monitor, and optimize from anywhere AI lives.
FAQ
Got Questions? We've Got the Answers.
If you have more queries about building AI-driven labs then contact us. We'd love to hear from you.
While the platform is not open source, we provide SDKs, detailed documentation, and APIs to ensure you can build and extend without guesswork.
It’s an interface that explains itself - literally. Devices report their capabilities, limitations, and status in a structured way so AI agents (and humans) can understand and interact without manual setup.
Machine-readable data is structured in a format that computers can instantly interpret - like JSON, YAML, or XML. In our case, it means devices and data speak a language AI can work with out of the box.
We connect your lab to the tools AI needs: Python-based automation, self-describing interfaces, cloud execution, and enriched context. You don’t need to retrofit - AI compatibility is built-in from day one.
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.
That's totally fine. Our platform works just as well for engineers and scientists who want flexible, scalable automation without AI (yet).
We add context: metadata about labware, liquid classes, timestamps, usage history, and more. That means better traceability, smarter automation, and AI that actually knows what’s going on.
Yes. UniteLabs gives you the infrastructure to feed your models real lab data - structured, contextual, and timely - so you can experiment, iterate, and improve with confidence.
Any model you can connect via API. That includes OpenAI, Anthropic, or your own fine-tuned models.
AI agents on UniteLabs operate within defined boundaries — they can only execute actions the platform explicitly exposes, with no freeform hardware access. When something goes wrong mid-run, the platform captures the full execution state at that point: device positions, deck configuration, labware, liquid volumes. Workflows pause, and operators are prompted to verify physical conditions before anything resumes. The platform is designed to escalate to a human rather than guess.
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 Solutions
Let’s Get Started and Transform Your Lab
No pitch. No pressure. Just real conversations about how we can help your lab run better - today and tomorrow.