LiquidBridge / Engineering demonstration

A laboratory task.
A plan you can inspect.

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.

LiquidBridge liquid-handling interface with instrument visualization and agent workflow
LiquidBridge software demonstration. Modeled behavior is separate from physical instrument acceptance.

Explore the workflow

From intent to an evaluated proposal.

Prepare the task

Describe a supported liquid-handling task. Specialized skills help the agent form a structured proposal from the supplied context.

Inspect the plan

Review the proposed operations and parameters, with an explicit view of the workflow the software is preparing.

Check the modeled behavior

Validate the proposal against implemented constraints, inspect findings and iterate on the plan.

From demonstration to your instrument

Scope the capability
your users need.

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

What’s next for your instrument?

Tell us what you want to connect, simplify or automate. Let’s define the first useful step together.