The Lab Stack spotlights vetted platforms across discovery, translational research, clinical development, manufacturing, and commercialization. Compare vendors with structured metadata, controlled vocabularies, and Airtable-driven freshness built for regulated teams.
Vendors tracked
229
Approved platforms actively monitored and revalidated.
Lifecycle categories
14
Discovery-to-commercial taxonomy aligned to pharma and biotech workflows.
Refresh cadence
Weekly
Directory refreshed with Airtable automations plus analyst QA.
Start with the types of platforms pharma innovation teams research most often.
Pharma R&D directory
Use filters and search to identify vendors that align with your lab, clinical, or manufacturing roadmap.
Genomics technology company offering single-cell and spatial omics platforms with bioinformatics software.
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Genomics technology company offering single-cell and spatial omics platforms with bioinformatics software.
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ELN add-on to LabCollector
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Core facility management platform
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LIMS + ELN under Agilent ecosystem
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Distributed resource management (ex-Univa/Oracle Grid Engine).
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HPC workload manager and scheduler.
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Managed Kubernetes on AWS.
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3D/4D imaging visualization and processing platform for microscopy, tomography, and more.
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Managed Ray platform with orchestration and cluster management.
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Open-source platform to programmatically author, schedule, and monitor workflows.
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Unified model for defining batch and streaming data-parallel processing pipelines.
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Flow-based programming for data movement and transformation with orchestration.
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Workflow scheduler system to manage Hadoop jobs.
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Unified analytics engine for large-scale data processing.
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GitOps continuous delivery for Kubernetes (pipeline-adjacent orchestration).
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Event-based dependency manager for K8s workflows.
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Container-native workflow engine for Kubernetes.
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Open-source platform for managing, processing, and sharing large biomedical data with workflow orchestration.
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Cloud ELN for chemistry/biology (Arxspan)
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Managed Airflow platform with observability, governance, and scale.
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Sample Master/TITAN LIMS for testing labs
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Configurable LIMS across industries
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Workload automation for complex enterprise jobs.
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Fully managed batch processing at any scale.
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Managed ETL and workflow orchestration for data integration.
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Managed workflows & storage for omics on AWS
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Managed omics workflows + AWS Batch/Step Functions for orchestration.
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Serverless orchestration for distributed applications and data/ML pipelines.
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Azure-managed batch compute & ML pipelines for orchestrating workloads.
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Data integration service with pipeline orchestration.
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Managed Kubernetes on Azure.
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Managed ML pipelines and MLOps.
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Orchestrate data workflows within Synapse Analytics.
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LIMS for life sciences services
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NGS analysis workflows with reporting
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NGS data analysis and visualization platform.
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Federated clinical-genomics data and biobank platform
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Cohort discovery & federated analysis
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Cloud R&D platform (ELN, registry, workflows)
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Validated environment offering
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Open source bioimage analysis & management platform for very large multi‑modal images.
Platform for managing and sharing scientific datasets (neuroscience roots)
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Assay/registration & project data cloud
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Materials informatics & ML platform
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LIMS for clinical/public health & life sciences
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Collaboration-centric ELN & project mgmt
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Open standard for describing workflows; reference runner cwltool.
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Microservices orchestration engine.
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Enterprise workload automation and orchestration.
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Add-on apps for Platform for Science
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AI-driven protein engineering and generative biology design platform.
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AI-driven protein engineering and generative biology design platform.
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Workflow engine for WDL pipelines; commonly used for genomics workloads.
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Cloud bioreactors & data platform
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AI for imaging; data platform elements for clinical deployment
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Data/ML orchestrator emphasizing assets and lineage.
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Open-source parallel computing library for analytics/ML.
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ELN/LIMS/LES & modeling (BIOVIA)
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Lakehouse platform with workflow scheduling and job orchestration.
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Tokenization and privacy-preserving record linkage across datasets
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Cloud platform for NGS data analysis & sharing
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Cloud platform for genomic & biomedical data analysis and sharing
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Cloud platform for managing and analyzing large-scale genomic data.
Genomics cloud with workflow orchestration and job scheduling at scale.
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Sequence analysis software (Lasergene)
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Scientific informatics suite incl. ELN & data mgmt
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ELN tailored for biology
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Chemistry-focused ELN
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Software to explore microbiome & multi-omics via knowledge graphs
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Polly: data integration & ML for multi-omics and knowledge graphs
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Remotely operated cloud laboratory
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Inventory & sample management
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ELN & sample tracking (Bio-ITech)
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Quality management platform
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Clinical NGS interpretation & reporting platform
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Kubernetes-native orchestrator for ML/batch; strong typing and versioning.
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Medical imaging research data platform
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Imaging research data platform with pipelines & compliance
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Medical imaging data management and research platform with pipelines and AI integration.
Sample management/LIMS for biobanks
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Open-source platform for accessible, reproducible, and transparent computational biology with workflows.
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Modular platform that connects instruments, ELN/LIMS, and apps to standardize and unify lab data.
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Enterprise biopharma data platforms (Profiler, Screener, Biologics)
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Molecular biology & sequence analysis platform
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LIMS/ELN for smaller biotech labs
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Inventory & freezer management
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Omics data management & governance
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Omics data management, governance, and FAIR workflows
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Bioinformatics company providing data analysis services for omics and biomedical research.
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Bioinformatics company providing data analysis services for omics and biomedical research.
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Translational genomics & biomarker analytics
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Translational genomics analytics; biomarker discovery
Curated genomic knowledgebase (Mastermind) for clinical interpretation
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Clinical genomics decision support & reporting
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Clinical NGS analytics & interpretation (VarSeq)
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Fully managed Apache Airflow on GCP.
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Fully managed Beam runner for batch & streaming.
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Pipelines API and genomics tooling on GCP
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Managed pipelines API on GCP; backend to Cromwell/Nextflow; Cloud Composer/Workflows.
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Serverless orchestration for microservices and data pipelines.
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Managed Kubernetes on GCP.
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Simple, flexible orchestrator for containers and non-container workloads.
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Privacy-preserving data exchange & identity resolution
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High-throughput computing software framework for job scheduling.
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Enterprise ETL/data integration platform for moving and transforming data across systems.
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Enterprise HPC workload management and job scheduling.
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Templates & workflows for bioprocess
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ELN and data management for biopharma
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BioProcess data platform for development
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NGS data management & apps ecosystem
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Instrument-integrated cloud for NGS data analysis
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Hardware-accelerated genome analysis platform.
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Connectivity solution that collects, tracks, and monitors data from any laboratory equipment and transfers to ELN/LIMS.
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Kubernetes-native ML workflow system.
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Open-source container orchestration system for automating deployment, scaling, and management.
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Cloud ELN with inventory/scheduler
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Simplifies system integration and enables seamless data sharing with business tools in labs.
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Modular LIMS with inventory & ELN add-ons
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Inventory for Labforward
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Labfolder ELN + Laboperator device integration
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ELN + LIMS + inventory & protocol mgmt
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Inventory module of Labguru
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Modular ELN/LIMS for SMB labs
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Open-source-friendly data platform for assays & research
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Cloud/on-prem LIMS for diverse labs
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Device integration & workflow automation
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Process industry LIMS
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Cloud ELN with protocol execution & collaboration
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Enterprise LIMS + ELN for regulated labs
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Voice assistant for labs
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Global LIMS/ELN provider for QA/QC and R&D
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Process/industrial LIMS used in multiple sectors
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Cloud bioinformatics platform for data pipelines, notebooks, and collaboration
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Cloud platform to accelerate bioinformatics data workflows and collaboration.
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Medical imaging interoperability and exchange platform connecting providers and researchers.
Federated genomics platform with secure, governed analysis across sites
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Federated genomics & secure analysis
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Federated/cloud orchestration of genomics workflows with governance.
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Python package that helps build complex pipelines of batch jobs.
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Open-source data pipeline tool (ingest, transform, train) with orchestration.
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Quality & manufacturing execution (eQMS)
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Manufacturing Excellence and eBR modules connecting quality and production workflows.
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Framework for ML workflows; schedules on batch systems and cloud.
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Reference pipelines and HPC for genomics on Azure
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Single-cell multi-omics company enabling precision medicine with Tapestri platform.
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Single-cell multi-omics company enabling precision medicine with Tapestri platform.
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Open-source workflow engine for scalable and reproducible data pipelines.
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AI platform synthesizing EHR, omics, and literature for R&D
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GPU-accelerated secondary analysis suite with pipeline orchestration hooks.
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Open-source workload manager derived from PBS.
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Biobank LIMS for specimen tracking
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Commercial platform/services around Metaflow.
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Federated learning on healthcare data for biomarker discovery & trials
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Data lineage versioned pipelines for ML and analytics.
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AI for patient finding and phenotype discovery from clinical text
SciDB + REVEAL platform for multimodal life-science analytics
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Omics analysis software (Flow, Genomics Suite)
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Visual dataflow/ETL/scientific workflow tooling; historically used in cheminformatics/lab data.
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Cloud-based MES and smart manufacturing platform acquired by Rockwell Automation.
Cloud-based bioinformatics platform for omics data analysis and collaboration.
MES and eBR system for pharma and biotech supporting compliance and batch records.
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Orchestration for dataflows with reactive DAGs and robust retries.
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Element LIMS for environmental/industrial labs
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Protocol sharing & versioning for research
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Cloud LIMS for testing & biotech labs
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QBench tailored for diagnostics/testing
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NGS analysis suite (Workbench/Server)
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Pathway analysis and omics data platforms (IPA, OmicSoft)
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Pathway analysis & interpretation
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Omics data management & analytics
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WinLIMS for QA/QC and R&D labs
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Lab inventory & order management
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Open-source CWL runner (Bunny) and tooling from Seven Bridges.
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Unified compute framework for scaling Python/AI workloads; workflows APIs.
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Cloud-native workload automation & orchestration.
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Cloud ELN (formerly PerkinElmer)
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Process data and experiment design platform
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Cloud platform for multi-omics analysis and visualization
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Research ELN with integrations & inventory
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Inventory module for RSpace
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Analytics & workflows in Sapio
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ELN offering from Sapio Sciences
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LIMS + ELN + workflow for bio/pharma
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User-friendly ELN with integrations
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Inventory for SciNote
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Modern LIMS/lab OS with automations
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Genomic interpretation & rare disease insights
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Open-source LIMS (successor to Bika)
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High-performance reimplementation of genomics pipelines.
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Creators of Nextflow and Tower, enabling scalable and reproducible bioinformatics workflows.
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Creators of Nextflow and Tower, enabling scalable and reproducible bioinformatics workflows.
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Commercial platform for orchestrating Nextflow pipelines across clouds and HPC; governance, cost, observability.
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Bioinformatics cloud for population-scale and cancer genomics
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Genomics clouds with workflow engines (CWL/WDL) and scalable compute.
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Genomics data cloud & workflows
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MES suite for regulated manufacturing and digital operations across industries.
De-facto open-source HPC workload manager for clusters and supercomputers.
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Open-source workflow management system for reproducible and scalable data analysis.
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Integration platform as a service (iPaaS) connecting cloud and on-prem systems, APIs, and data flows.
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Platform unifying imaging, omics, and clinical data in a collaborative environment.
Cloud-based AI/ML for clinical genomics & multimodal data
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Lab integration solution for biotech, enabling connectivity across entire laboratory infrastructure.
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LIMS/ELN/SDMS suite across industries
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Universal automation center for hybrid IT orchestration.
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Clinical genomics analysis and interpretation
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Automated cloud lab & software
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Data integration platform with pipeline orchestration.
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Kubernetes-native CI/CD building blocks for pipelines.
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Precision medicine data & analytics platform with large clinico-genomic datasets
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Cloud platform (Broad/Verily) for biomedical data, notebooks, and workflows
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Cloud platform for biomedical research
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Cloud-native workspace platform with WDL/CWL pipelines (via Cromwell), notebooks, and data management.
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R&D Data Cloud for instrument/ELN/LIMS unification
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R&D Data Cloud unifying instruments, ELN/LIMS, and analytics
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Cloud LIMS and data platform (ex-Core Informatics)
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Enterprise LIMS for labs; integrates with instruments
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Bioanalytical LIMS for pharma/CRO
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Sample management/LIMS for compound & biobank
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Open-source scalable workflow engine supporting CWL/WDL; cloud/HPC backends.
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Materials R&D data platform (ML/DoE)
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Commercial platform built on Flyte for orchestrating ML and data workflows.
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Validation lifecycle management (CSV/eVal)
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Quality/Regulatory content & processes
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Regulatory information management
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Managed ML pipelines on GCP (Kubeflow Pipelines under the hood).
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Multi-omics cloud platform enabling discovery and collaboration.
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Unified preclinical LIMS/LES/QMS
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