The data backbone that makes your lab AI‑ready

Standardize your data model. Automate your pipelines. Harmonize signals across tools. Plug LLMs into your lab with guardrails. GLUE is trusted lab data integration software for regulated and research teams.

Trusted By Labs Around the World

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Outcome

Key Benefits of GLUE

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Comprehensive Data Integration

Pull from instruments, ELNs/LIMS/LIS, and legacy tools. Push to databases, data lakes, and apps via API/SFTP/ASTM/HL7. Agent support for air‑gapped machines.
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Automated Data Processing

Go from hours to minutes. Automate ETL from source to destination. Run transformations as new data lands. Preserve lineage end‑to‑end.
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High scalability and trust

CFR Part 11, SOC 2, RBAC, audit trails, e‑signatures, hourly backups, encryption at rest and in transit. White‑glove support.
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Real-Time Data Accessibility

Stream to S3/Snowflake/Databricks or GLUE Lakehouse. Build AI dashboards for QC, trends, and MSAT. Ask Scibot for quick answers.

Scibot on GLUE

Talk to your scientific data. Generate reports. Trigger runs. Scibot works with your connections and notebooks to plan steps, call tools, and deliver outputs with context and citations. Guardrails keep actions safe.

Popular GLUE Usecases

Instrument ETL to lake + LIMS

Stream  LCMS/HPLC/plate‑reader runs from Windows PCs to S3/Snowflake and your ELN/LIMS. Parse files, map metadata, track lineage with your lab data integration software.

Clinical de‑ID and EDC sync

De‑identify clinical data. Normalize formats. Sync to EDC with audit trails for reviews




Bioprocess signals to features

Harmonize upstream/downstream signals. Engineer features like max VCD, time‑to‑peak, HETP, and pool yield vs. load‑pH.

 Knowledge graph + RAG

Link batch → run → sample → assay. Store relations in a graph. Use RAG for fast, cited answers from SOPs and records.

Why Scispot?

Tool and strategies modern teams need to help their companies grow.

API‑first and developer‑friendly

Work with Python and notebooks inside your workflow. Call our APIs from Postman.

Built for interoperability

Hundreds of connections across instruments and apps via API, SFTP, ASTM, HL7 — proven lab data integration software patterns.

Enterprise‑grade compliance

CFR Part 11, SOC 2, RBAC, e‑signatures, audit trails, hourly backups, encryption in transit and at rest.

White‑glove onboarding

We configure templates, connections, and dashboards with your team.

GLUE FAQs

What is Scispot GLUE and how does it enhance lab data integration?

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Scispot GLUE is an AI-powered lab data integration software that connects instruments, ELNs, LIMS, and legacy systems, automating data extraction, transformation, and reporting. It eliminates manual data transfers, ensuring scientific data accuracy, regulatory compliance, and real-time access to harmonized data.GLUE acts as a central integration hub, supporting 200+ lab instruments, including LCMS, HPLC, and plate readers. It automates raw data processing, applying transformation scripts to calculate key metrics (e.g., MZ ratios for LCMS) and maintain data lineage by linking results back to experiments.GLUE integrates with lab devices via API, SFTP, ASTM, and HL7, pulling data from Windows-based instrument machines or cloud storage. It supports both real-time and scheduled data transfers, ensuring flexibility for any lab workflow.

Can Scispot GLUE integrate with legacy systems and existing lab tools?

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Yes, Scispot GLUE seamlessly connects legacy systems, modern lab tools, and cloud platforms, enabling centralized lab data management across diverse environments.GLUE supports structured data formats like CSV, XML, ALCOA, and can push real-time data into LIMS, ELNs, and LIS platforms via ASTM, HL7, and REST APIs. Even instruments without internet access can integrate using agent-based solutions.For third-party tools, GLUE connects to thousands of apps via Zapier, allowing automated notifications in Slack, live data syncing with Google Sheets, and integration with existing workflows. If a required connection is missing, Scispot can custom-build integrations.GLUE is designed to support both GxP and non-GxP workflows, making it an ideal choice for R&D labs, molecular diagnostics, and regulated production environments.

Who can benefit from using Scispot GLUE?

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Scispot GLUE is built for biopharma, molecular diagnostics, CROs, pathology labs, and research institutions that need a centralized, automated, and error-free data integration platform. Biotech startups and scaling companies rely on GLUE to integrate multiple instruments, experiments, and software systems, improving operational efficiency and data management. Clinical and diagnostic labs benefit from its automated sample tracking, quality control, and compliance reporting, reducing regulatory risks while ensuring data accuracy. Organizations leveraging machine learning and AI depend on GLUE to maintain high-quality, structured data for AI-driven analysis and predictive modeling. Academic and research institutions use it to simplify collaborative data management, integrating diverse lab workflows into a single, standardized system. Whether handling high-throughput experiments, multi-sample testing, or clinical trials, Scispot GLUE provides the infrastructure needed for scalable and efficient lab operations.

How does Scispot GLUE help with regulatory compliance and data security?

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Scispot GLUE automates compliance reporting, maintains data integrity, and ensures adherence to FDA, HIPAA, and GxP standards. It provides secure, cloud-based lab data management with built-in audit logs, role-based access controls, and end-to-end encryption, protecting sensitive research and patient data.GLUE maintains a complete chain of custody, linking every data transformation back to the original experiment. It automates QC checks, flags deviations from reference values, and notifies the team instantly, reducing compliance risks and ensuring consistent data quality. The system is designed for both flexible R&D workflows and regulated production environments, making it ideal for molecular diagnostics, clinical trials, and biopharma labs that require strict adherence to compliance standards.

What workflow automation features does Scispot GLUE offer?

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GLUE enables flexible workflow execution, allowing labs to populate output directly into databases, ELNs, and SOPs, ensuring standardized reporting. It also supports custom triggers, letting labs set up event-based automation that runs scripts when specific conditions are met. Scispot GLUE integrates seamlessly with tools like Zapier, enabling effortless automation across thousands of applications, including Slack for notifications and Google Sheets for real-time data updates.