Open automation, built for developers

Control everything in your automation stack

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Full Stack Data Integration

Seamlessly connect and parse data streams across LINQ with open, fully configurable standards. Integrate external APIs mid-workflow, push data to LIMS and ELNs, and build custom integrations.

Visual Studio Code with Python script defining an HTTP post task and a terminal displaying a critical error related to labware in a workflow SDK.

Develop and Simulate Workflows - All In Python

Control the entire workflow lifecycle with LINQ's Python SDK-from setup to full simulation on a digital workcell.

Build and simulate workflows to gain confidence before deploying on hardware, or use the API to dynamically create workflows for advanced orchestration.

Visual Studio Code window showing Python code for an ActionTask called http_post_barcode and a terminal displaying a linQ workflow error with Labware dependency issues.

Control and Monitor Workcells and Handle Errors Through The API

Access LINQ Cloud's full run control capabilities via API, CLI or Python SDK. Build error-handlind logic, orchestrate workflows, and configure webhooks, queues, and management APIs with ease.

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LINQ's SDK enables developers to:

Integrate ELNs, LIMS, Sample Management, Databases
Diagram showing LINQ at the center connecting digital ecosystem, LIMS/ELN, and workcells with arrows labeled 'Get Data' and 'Data Uplift at Runtime'.
Integrate AI models and build closed loop Automation applications
Flow diagram showing LINQ at center connecting digital ecosystem, workcells, and cloud/on-premise AI model with directional arrows for update workflow, classification output, and ML model invocation.
Gain real-time, live visibility into your workcell within your existing ecosystem through a digital twin.
Flow diagram showing LINQ managing workflows between a digital ecosystem and webhook status updates.
Develop Automatic Error Handling
Flowchart showing LINQ in the center, with arrows connecting Digital Ecosystem, webhook error notifications, and error recovery based on rules.
Integrate ELNs, LIMS, Sample Management, Databases
Diagram showing LINQ at the center connecting digital ecosystem, LIMS/ELN, and workcells with arrows labeled 'Get Data' and 'Data Uplift at Runtime'.
Integrate AI models and build closed loop Automation applications
Flow diagram showing LINQ at center connecting digital ecosystem, workcells, and cloud/on-premise AI model with directional arrows for update workflow, classification output, and ML model invocation.
Gain real-time, live visibility into your workcell within your existing ecosystem through a digital twin.
Flow diagram showing LINQ managing workflows between a digital ecosystem and webhook status updates.
Develop Automatic Error Handling
Flowchart showing LINQ in the center, with arrows connecting Digital Ecosystem, webhook error notifications, and error recovery based on rules.

Deep version control: Total workflow flexibility

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Ensure your workflows are always under your control with advanced version management features that empower your lab to stay agile and efficient.

Granular Version Management

Specify the scheduling engine and instrument driver versions for each workflow, enabling precise control and customization without disrupting your operations.

Seamless GitHub Integration

Effortlessly integrate with GitHub for full change tracking, branching, and collaboration. Manage versions and revisions with the confidence and familiarity of leading development tools.

Legacy Compatibility on the Latest Platform

Run legacy workflow versions alongside the latest platform updates, ensuring stability, minimizing downtime, and avoiding the need for full revalidation during updates.

LINQ developers are first class citizens

Implement industry-first best practices with REST and Pythonic code integration. Manage development, version workflows with Git, and integrate with open standards.

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Learn more about LINQ’s SDK