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Scientific Data Integration

Accelerating discovery through secure connectivity

Runbeam serves as the secure nervous system for modern research, unifying lab instruments, high-performance computing, and distributed research teams.

Scientific Data Infrastructure

Secure research data integration

Runbeam enables research institutions to unify diverse data sources, from lab instruments to high-performance computing clusters, fostering secure collaboration and accelerating discovery.

  • Instrument Connectivity

    Securely stream data from lab equipment directly to storage and compute resources without exposing instruments to the public internet.

  • Research Collaboration

    Securely share large datasets between institutions and High Performance Computing (HPC) clusters.

  • Data Sovereignty

    Ensure sensitive research data remains within approved boundaries while still enabling authorized remote access.

Harmony Logo
Research DB
Data Lake
Instruments
Cloud Storage
HPC Cluster
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Features

Built for modern data interoperability

Runbeam connects legacy systems with modern APIs through the Harmony proxy. Lightweight, secure, and simple to deploy in any environment.

Protocol Bridging

Supports translation between legacy protocols and modern APIs, making old and new systems work together seamlessly.

API Translation

Convert data flows into REST, GraphQL, or streaming APIs to enable integration with modern applications and services.

Data Access

Expose queries, events, and metadata through simple HTTP APIs, enabling integration with virtually any system.

Lightweight Deployment

Ship as a container for fast setup in on-prem or cloud environments. Runs anywhere Docker does.

Configurable Routing

Route requests between internal and external endpoints, with flexible configuration for complex topologies.

Extensible Transforms

Extend Runbeam with pluggable transformations to bridge different standards, formats, and data models.

HTTP/3 (QUIC) Support

Modern protocol support with multiplexed streams, faster connection setup, and superior performance on unreliable networks.

Data Mesh Networking

Connect distributed proxies with JWT-based authentication for secure cross-organisation connectivity without VPN complexity.

AI Pipeline Integration

Transform legacy data formats into AI-ready JSON schemas. Bridge MCP protocol to standard APIs, enabling AI agents to access your services securely.

Features

Powering discovery and AI research

Runbeam accelerates innovation by providing the high-speed, secure data infrastructure required for modern research, AI/ML workflows, and collaborative scientific computing.

AI/ML

Federated Learning

Multi-institution model training with data privacy. Collaborate on ML research across universities while maintaining data sovereignty.

AI/ML

AI Research Infrastructure

Connect GPU clusters to research databases for ML training. Stream experimental data to AI analysis pipelines in real-time.

AI/ML

Reproducible ML Pipelines

Version-controlled data access for ML experiments. Ensure reproducibility with audit trails and data lineage tracking.

High-Speed Data Transfer

Optimized protocols for moving terabytes of research data between instruments, storage, and compute clusters.

Secure Instrument Access

Provide secure remote access to expensive lab equipment and instruments without exposing them to the open internet.

Multi-Institution Mesh

Connect researchers across different universities and organizations into a private, secure data mesh for collaboration.

Connections

Secure, connect and transform data across any system

From healthcare to finance, Runbeam bridges protocols, APIs, and data silos with secure and flexible transformations.

Research DatabaseGPU Cluster

Stream training data to ML infrastructure for deep learning research.

Lab InstrumentsAI Analysis

Route experimental data to AI models for real-time pattern recognition.

University AUniversity B

Secure federated learning collaboration across research institutions.

Research DBCloud

Burstable compute for data analysis and model training.

SensorData Lake

Ingest high-frequency sensor data for ML pipelines.

SequencerStorage

Automated genomic data offloading for AI-powered analysis.

Stay Updated

Keep in touch

Get access to the Runbeam beta program and stay updated with the latest features, integration guides, and product updates.