Data, Analytics & AIData Foundations & Platforms

Data Integration, Interoperability & Warehousing

Compare vendors for data integration, interoperability & warehousing within Data Foundations & Platforms, covering Data Integration, ETL & Interoperability, Data Warehouse & Lakehouse Platforms.

Capabilities in this workflow

Vendors supporting this workflow

Definitive Healthcare is a data and analytics provider offering claims-based RWE, HCP/HCO reference data, and patient journey analytics.

Products: Atlas All-Payor Claims, Atlas Prescription Claims +11 more

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“…Our framework is built on best practices from thousands of successful data integration projects and always puts your unique needs first.”
Source: definitivehc.com

Also offers: Real-World Data Platform, Healthcare Professional & Organization (HCP/HCO) Data, +2 more

H1 is a software and data intelligence platform providing HCP/HCO data, KOL identification, and study feasibility and site selection.
Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“Utilize H1’s AI-powered Accuracy Scoring technology to analyze, cleanse, and measurably improve your provider data. Establish Provider Data ‘System of Record’ Use H1 as your core…”
Source: h1.com

Also offers: Healthcare Professional & Organization (HCP/HCO) Data, KOL Mapping & Expert Identification, +1 more

Elucidata is an AI and data partner for target identification and validation, multi-omics analysis and data harmonization in drug discovery R&D.

Products: Polly, Polly Xtract +4 more

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“Harness our expertise to design and implement customized ETL pipelines with Nextflow, Prefect workflows, or Snakemake, tailored to your specific workflow needs and infrastructure.”
Source: elucidata.io

Also offers: Target Identification & Validation, Bioinformatics & Multi-Omics Data Analysis, +1 more

Saama is a life-sciences software and services provider offering biostatistics, clinical data management, data integration and AI-enabled analytics.

Products: Smart Data Quality, Smart Medical Coding +7 more

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“The system accepts data from all standard sources and easily integrates clinical, operational, and financial data in one location.”
Source: saama.com

Also offers: Clinical Data Management, Biostatistics & Statistical Programming

Axtria is a life sciences software and analytics provider for sales operations, commercial analytics, and real-world evidence.

Products: Axtria SalesIQ, Axtria MarketingIQ +7 more

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“Axtria's experience in pharma data and enterprise systems like MDM and EDW uniquely positions us to integrate CRMs with these platforms, establishing the foundation for scalable…”
Source: axtria.com

Also offers: Commercial Performance Measurement, Territory Alignment & Roster Management, +4 more

IQVIA is a CRO and technology provider delivering clinical trials, real-world evidence, commercial intelligence and safety operations.

Products: IQVIA Vigilance Platform, SmartSolve +4 more

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“The next-generation self-service data management solution to integrate, unify and standardize data to enable insights and analytics across the enterprise.”
Source: iqvia.com

Also offers: Full-Service Clinical Trial Execution (CRO Services), Real-World Data Platform, +6 more

Clarkston Consulting is a life-sciences consulting firm providing quality compliance, digital and AI strategy, and transformation services.

Products: Cell Therapy Orchestration Platform (CTOP), Life Sciences Accelerator for S/4HANA

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“Bring disparate data sources together and enable comprehensive understanding across a multifaceted and multilayered program, initiative, or clinical endeavor.”
Source: clarkstonconsulting.com

Also offers: Quality Management System (QMS) Consulting, Transformation, Integration & Change Management, +2 more

ZS is a life-sciences consulting, technology and data firm providing commercial strategy, market access, medical affairs and clinical planning services.

Products: ZAIDYN, ZS Trials.ai +3 more

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“ZS partners with a powerful network—including AWS, Snowflake, Databricks, Microsoft, Informatica, Salesforce and Veeva—to deliver scalable, secure, and high-performance data…”
Source: zs.com

Also offers: Segmentation, Targeting & Call Planning, Medical Insights Management, +6 more

Trinity Life Sciences is a commercialization intelligence partner offering market access strategy, launch strategy, forecasting and market research.

Products: TrinityEDGE, InsightsEDGE +6 more

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“Weave connects primary research, claims, EMR/EHR, CRM, and field feedback into a single governed layer.”
Source: trinitylifesciences.com

Also offers: Market Research & Primary Insights, Product Launch Strategy & Readiness, +2 more

Anju Software is a software and services provider for clinical trial management, electronic data capture, medical information, and publication management.

Products: IRMS MAX, TA Scan +1 more

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“Our tool sets allow for both tightly coupled or loosely coupled interoperability (batch and real-time) – and our Professional Services teams can help you design and develop the…”
Source: anjusoftware.com

Also offers: Clinical Trial Management System (CTMS), Electronic Data Capture (EDC), +2 more

ArisGlobal is a life sciences software company for drug safety, regulatory information, quality management and medical information.

Products: LifeSphere, NavaX +4 more

Evidence-backed workflow match
Matches Data Warehouse & Lakehouse Platforms
“XDI serves as a unified, system‑agnostic data layer that standardizes meaning and context across functions, enabling consistent, explainable decisions and enhanced AI adoption…”
Source: arisglobal.com

Also offers: Safety Database Platforms, PV Automation & AI Case Intake, +3 more

WPP Life Sciences Platforms is a software platform and services provider for congress intelligence, KOL engagement, and HCP contracting.

Products: X-Fly, X-Bench +10 more

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“…Custom-built data ingestion, disambiguation, and querying, with analytics and reporting delegated to an existing business intelligence tool you already use. This balances…”
Source: lsp.es.wpp.com

Also offers: Key Opinion Leader (KOL) & Stakeholder Engagement, Medical Insights Management, +3 more

Favicon of Valeris

Service Provider · +4 more types

Valeris provides patient access services, field teams, digital support platforms and clinical supply logistics.

Products: RxStudy Card

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“With our extensive access to several eService providers, life sciences companies no longer need to be burdened with a fragmented and time-consuming procurement process. Elevate…”
Source: valeris.com

Also offers: Field Reimbursement Manager Deployment, Comparator Sourcing & Clinical Supply Procurement, +2 more

Favicon of Klick Health

Agency · +3 more types

Klick Health is a life-sciences agency providing brand strategy, launch planning, market access, and scientific communications.

Products: MedOcean, KAOS +1 more

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“We integrate data from multiple sources to create a unified, structured layer for analysis. This data harmonization enables consistency across reporting, modeling, and strategic…”
Source: klick.com

Also offers: Creative Campaign Development, Brand Strategy & Positioning, +3 more

Blue Matter Consulting is a strategic consulting firm providing launch readiness, portfolio strategy, market access, and medical affairs planning.

Products: Twine, Narralytix +1 more

Evidence-backed workflow match
Matches Data Warehouse & Lakehouse Platforms
“Developed by Blue Matter and purpose-built for biopharma, Twine delivers a complete data warehousing, MDM, and reporting solution that turns complex data into actionable insights.”
Source: bluematterconsulting.com

Also offers: Product Launch Strategy & Readiness, Market Access Strategy & Launch Planning, +2 more

Veeva Systems is a life-sciences software and data provider offering CRM, medical information, regulatory, and clinical operations platforms.

Products: Vault CRM, Veeva RIM +6 more

Evidence-backed workflow match
Matches Data Warehouse & Lakehouse Platforms
“Nitro stores data in Amazon Redshift and has prebuilt industry connectors for Veeva and select third-party data sources.”
Source: veeva.com

Also offers: Life Sciences CRM, Regulatory Information Management (RIM) Platforms, +4 more

Biosero provides lab automation software, integrated workcells, and services for coordinating instruments, workflows, and data.

Products: Green Button Go, Green Button Go Orchestrator

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“GBG Orchestrator includes Data Services, a hub that moves scientific, system, and environmental data across instruments, workcells, and enterprise systems—locally or in the cloud.”
Source: biosero.com

Also offers: Lab Automation, Robotics & Liquid Handling Systems, Research Lab Informatics & Experiment Management Software

ProductLife Group is a life sciences consulting and outsourcing group for regulatory affairs, pharmacovigilance, quality and validation, and market access.

Products: D.AI.M.I.

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“For companies handling complex data integration during mergers, acquisitions, or legacy system upgrades, PLG uses a range of AI and automated tools together with a structured…”
Source: plglifesciences.com

Also offers: Regulatory Development Strategy & Agency Interactions, End-to-End Pharmacovigilance Outsourcing, +6 more

Humigent makes commercial measurement, forecasting and incentive software, Data Lens for data quality and MSL Voice for Medical Affairs field intelligence.

Products: MSL Voice, Data Lens

Evidence-backed workflow match
Matches Data Integration, ETL & Interoperability
“Unify HCP and Account Data in Real Time One Customer Universe brings together lists from various systems into a governed, feedback-ready hub. Every update — from downstream…”
Source: humigent.ai

Also offers: Forecasting & Demand Modeling, Medical Insights Management, +3 more