Prepare the task
Describe a supported liquid-handling task. Specialized skills help the agent form a structured proposal from the supplied context.
LiquidBridge / Engineering demonstration
LiquidBridge explores how an AI agent can use specialized skills to prepare a liquid-handling workflow and check it against a modeled environment. See the relationship between the task, instrument capabilities and validation findings.

Explore the workflow
Describe a supported liquid-handling task. Specialized skills help the agent form a structured proposal from the supplied context.
Review the proposed operations and parameters, with an explicit view of the workflow the software is preparing.
Validate the proposal against implemented constraints, inspect findings and iterate on the plan.
From demonstration to your instrument
LiquidBridge is a software demonstration, not a qualified instrument-control product. A customer project defines the supported workflow, instrument integration, model coverage and acceptance evidence for the actual environment.
Your next project
Tell us what you want to connect, simplify or automate. Let’s define the first useful step together.