Data Integration Software in Healthcare and Life Sciences

Data Integration Software in Healthcare and Life Sciences

The healthcare and life sciences vertical is gaining a lot of traction as the vertical has witnessed phenomenal adoption in data integration tools and services. The vertical has always been overloaded with data, chiefly from the patient, clinical, claim, hospital system, financial, pharmacy, and most recently from wearable technology sources. Leveraging this data can help develop a bulletproof plan to mitigate most of the existing diseases, improve patient care, develop new medicines, and identify new diseases. In March 2010, RAHAT camp was organized in a tribal district Mandla, Madhya Pradesh, India where more than 50,000 people were treated for various diseases. The camp not only treated the patients but also generated huge volumes of data, which were to be analyzed at later stages to gain an understanding of the disease patterns and treatment modalities. The data could be integrated into the existing systems by pharma companies to gain microscopic insights on the new emerging disease trends and also could be used as a weapon to fight various existing diseases.
Data integration in the healthcare sector is also extensively adopted to gain interoperability between on-premises and on-demand systems. With the massive adoption of cloud applications by pharma industries, the need for data integration tools emerges more strongly. The Blood and Tissue Center of Central Texas deployed on-premises blood donor and online tissue donor tracking systems. The organization wanted a reliable and efficient method to transfer the data between these two disparate systems into Microsoft Dynamics GP. By leveraging Scribe Insight, the organization was not only able to transfer the data efficiently into Microsoft Dynamics GP but also could eliminate the cost of hiring the staff for manual data transfers.
The vertical is swiftly embracing the data integration technology by leaps and bounds, as it will result in much better preventive care. For instance, the data in the wearable devices could be used by doctors to spot any irregularities in a patient’s health or a cardiologist can easily spot drug reaction on electrocardiogram (EKG) based upon the information that is generated from the wearable devices.

COMPETITIVE LEADERSHIP MAPPING TERMINOLOGY

23 companies offering Data Integration Software in Healthcare and Life Sciences were analyzed, shortlisted and categorized on a quadrant under Visionary Leaders, Innovators, Dynamic Differentiators, and Emerging Companies.

Microsoft, IBM, Oracle, SAS Institute, Talend, Informatica and SAP have been identified as visionary leaders as they have established product portfolios and a robust market presence and business strategy.

Stone Bond, Denodo, Jitterbit, Syncsort, Scribe Software, and Information Builders have been identified as innovators as these vendors have a very focused product portfolio. However, they do not have very strong growth strategies for their overall business.

Acxiom, Cloveretl, HVR Software and Bedrock Data have been identified as emerging companies. They do not have very strong business strategies as compared to other established vendors. They might be new entrants and require some more time before gaining significant traction in the market. Boomi, Pentaho and Cisco Systems have been recognized as dynamic differentiators.

Vendor evaluations are based on two broad categories: product offering and business strategy. Each category carries various criteria, based on which vendors have been evaluated. The evaluation criteria considered under product offerings include breadth of offering, delivery, features/functionality, product quality and reliability, and product differentiation. The evaluation criteria considered under business strategy include geographic footprint (on the basis of geographic presence), channel strategy and fit, vision alignment, and effectiveness of growth (on the basis of innovations, partnerships, collaborations, and acquisitions).

VISIONARY LEADERS

Visionary Leaders generally receive high scores for most evaluation criteria. They provide mature and reputable data integration services. They also have strong business strategies. Microsoft, IBM, Oracle, SAS Institute, Talend, Informatica and SAP are the leading players in the data integration software market and are recognized as leaders. These vendors are making their presence felt by offering services that are required by most organizations.

INNOVATORS

Innovators demonstrate substantial product innovation as compared to their competitors. They have a very focused portfolio of data integration software solutions and the potential to build strong business strategies for their business growth to be at par with the leaders. However, they do not have very strong growth strategies for their overall business. Stone Bond, Denodo, Jitterbit, Syncsort, Scribe Software, and Information Builders are recognized as innovators. Innovators have been at the forefront in deploying their services based on the clients’ custom software requirements for the niche market.

DYNAMIC DIFFERENTIATORS

Dynamic Differentiators are established vendors with very strong business strategies. However, they are low in the product portfolio. They generally focus on a specific type of technology related to the product.  Boomi, Pentaho and Cisco Systems are recognized as dynamic differentiators.

EMERGING COMPANIES

Acxiom, Cloveretl, HVR Software and Bedrock Data. Emerging players specialize in offering highly niche and tailor-made solutions and services to their clients. They do not have very strong business strategies as compared to other established vendors. They might be new entrants in the market and require some more time before gaining significant market traction.

TOP VENDORS
In Data Integration Software

  1. INFORMATICA CORPORATION
    5 Reviews
    3.9
  2. IBM CORPORATION
    5 Reviews
    3.6
  3. MICROSOFT CORPORATION
    5 Reviews
    3.5

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Data Integration Software in Healthcare and Life Sciences Quadrant

Comparing [object Object] vendors in Data Integration Software across 168 criteria.

KEY BUYING CRITERIA

Below criteria are most commonly used for comparing Data Integration Software tools.
Product Maturity
Company Maturity
Most IMPORTANT
0.0
0.0
0.0
Breadth and Depth of Product Offerings
4.05
4.15
3.05
Product Features and Functionality
4.15
3.95
3.65
Delivery
4.00
4.80
3.40
Support
4.60
4.95
3.45
LEAST IMPORTANT LESS IMPORTANT

TOP VENDORS

  • In the data integration market, Informatica provides Informatica PowerCenter, an end-to-end enterprise data integration platform. It enables users to integrate raw, fragment data from disparate sources in realtime, and transform it into valuable business information. The platform provides a wide range of tools and functionalities to meet the diverse requirements of users from different verticals.

    BUYERS
    VENDORS
    EXPERTS
    3.9
    ANALYSTS
     
    • Enterprise
    • Redwood City, California, US
    • Founded: 1993
    • $1BN to $5BN
    • 1,001 to 5,000
  • In the data integration market, IBM is strongly positioned with its data integration platform, InfoSphere Information Server, which includes a number of data integration products/modules that users can deploy together or individually, including InfoSphere Information Server for Data Integration and InfoSphere DataStage. IBM’s InfoSphere Information Server for Data Integration enables users with various options to deliver data, such as ETL, virtual/federated data delivery model, or through incremental/data replication method.

    BUYERS
    VENDORS
    EXPERTS
    3.6
    ANALYSTS
     
    • Enterprise
    • New York, US
    • Founded: 1911
    • $50BN to $100BN
    • 1,00,001 to 5,00,000
  • In the data integration market, Microsoft provides Microsoft Azure Data Factory, a cloud-based data integration service. It orchestrates and automates the process of moving and transforming data. Users can use this data integration service to ingest data from various data sources, transform the data, and load the output to data storage units. The product itself does not store any data, as such. It lets users create datadriven flows to orchestrate the movement of data between supported data stores and processing of data using compute services in other regions or an on-premises environment.

    BUYERS
    VENDORS
    EXPERTS
    3.6
    ANALYSTS
     
    • Enterprise
    • Washington, US
    • Founded: 1975
    • 1,00,001 to 5,00,000
  • Oracle provides Oracle Data Integrator and Oracle GoldenGate. Oracle Data Integrator is a data integration platform, which provides integration with databases, Hadoop, ERPs, CRMs, B2B systems, flat files, XML, JSON, LDAP, JDBC, and ODBC. It provides powerful data transformation for heterogeneous databases, big data, and ETL for Oracle databases, including Oracle Exadata.

    BUYERS
    VENDORS
    EXPERTS
    3.5
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1977
    • S10BN to $50BN
    • 1,00,001 to 5,00,000
  • Talend provides a single software platform, Talend Data Fabric, which combines the company’s data integration solutions, namely, Talend Data Integration, Talend Big Data Integration, and Talend Open Studio for Data Integration and Cloud Integration, with a common development and management environment. The company’s commercial products are available on the user-based subscription pricing model.

    BUYERS
    VENDORS
    EXPERTS
    3.3
    ANALYSTS
     
    • SME
    • Redwood City, California, US
    • Founded: 2005
    • $51MN to $100MN
    • 501 to 1,000
  • SAP offers SAP Data Services, a premium product offering to the data integration market. It is a data management software, which offers comprehensive functionalities, such as data integration, cleansing, and maintaining adequate quality of the data. This data integration high-performance software offers ample flexibility to business users, to gain the advantage of the data captured from on-premises, as well as, cloud sources.

    BUYERS
    VENDORS
    EXPERTS
    3.2
    ANALYSTS
     
    • Enterprise
    • Walldorf, Germany
    • Founded: 1972
    • 501 to 1,000
  • Information Builders offers Omni-Gen and iWay integration suite as a solution in the burgeoning data integration market. The iWay big data integration suite encompasses iWay DataMigrator, iWay Service Manager, and iWay Universal Adapter Framework, which is capable of handling both structured as well as unstructured data. The data integration software offers an interface for Hadoop and Spark data ingestion, transformation, Change Data Capture (CDC), and enrichment and cleaning of big data sources.

    BUYERS
    VENDORS
    EXPERTS
    3.1
    ANALYSTS
     
    • SME
    • New York, US
    • Founded: 1975
    • $101MN to $500MN
    • 1,001 to 5,000
  • Actian Corporation offers DataConnect, DataCloud, and Business Xchange as its product offerings in the data integration market. Actian Database offers the hybrid integration solution, which makes data integration easy on the cloud, on-premises, and in hybrid environments. The features and capabilities of the software include the Integrated Development Environment (IDE), which is instrumental in capturing, storing, and querying any type of data, such as Structured Query Language (SQL) or No Structured Query Language (NoSQL) using relational objects or embedded databases.

    BUYERS
    VENDORS
    EXPERTS
    3.1
    ANALYSTS
     
    • Enterprise
    • Palo Alto, California, United States
    • Founded: 1980
    • $11MN to $50MN
    • 101 to 500
  • SAS offers SAS data management and SAS data integration server, as a part of data integration product offerings in the marketspace. The SAS software is designed to cleanse and integrate data from any disparate sources, such as data stored in the legacy systems of enterprises and data stored in Hadoop. The company offers easy access to Hadoop via technologies, such as Pivotal HAWQ or Impala.

    BUYERS
    VENDORS
    EXPERTS
    3.1
    ANALYSTS
     
    • Enterprise
    • North Carolina, US
    • Founded: 1976
    • $1BN to $5BN
    • 10,001 to 15,000
  • Boomi overcomes IT complexity and breaks down data silos by integrating on-premise and cloud application and various data sources and devices with Boomi Integration. The company helps in integrating in the most appropriate location for private or public cloud. It supports all integration needs with the help of real-time assistance, event-based or batch data integration, use cases, or even support for asynchronous processes. The company also helps in managing integration with cloud-hosted management dashboard for a thorough view and reporting on status and process details

    BUYERS
    VENDORS
    EXPERTS
    2.9
    ANALYSTS
     
    • Startup
    • Chesterbrook, Pennsylvania, US
    • Founded: 2000
    • Below $10 MN
    • 101 to 500
  • Scribe ready-to-go connectors adapt to software updates, it is a simple graphical interface for code-free customization and management tools that keep things working smoothly. Scribe, works with connecting data among apps that our business groups are always asking for new data integrations which in turn helps in driving business efficiency. Scribe’s Agile Integration Platforms helps for large Enterprises, Small to Medium Businesses, Systems Integrators, and SaaS Providers. Sribe offers a lot of flexibility and configurability so one can connect data from one system to just about any other system we need to. Scribe also offers connectors to many other enterprise applications, so one has the option to streamline data movement to other systems in the future.

    BUYERS
    VENDORS
    EXPERTS
    2.9
    ANALYSTS
     
    • Startup
    • Manchester, New Hampshire, US
    • Founded: 1995
    • $11MN to $50MN
    • 101 to 500
  • Denodo is a data virtualization platform, which delivers all data virtualization capabilities on a single platform. It enables users to connect with disparate data sources, define data transformations and combinations according to their business requirements, and deliver data services in real-time to their enterprise platforms. It facilitates data processing capabilities to different categories of users, such as business users with self-service data discovery and search, enterprise architects, and developers.

    BUYERS
    VENDORS
    EXPERTS
    2.8
    ANALYSTS
     
    • Startup
    • Palo Alto, California, US
    • Founded: 1999
    • $11MN to $50MN
    • 51 to 100
  • Attunity provides a number of data integration and related products, namely, Attunity Replicate, Attunity CloudBeam, Attunity Connect, Attunity Gold Client, Attunity Managed FileTransfer, and Attunity RepliWeb. Attunity Replicate is the data replication solution, which provides high-performance data replication and loading, through a user interface. It automates the end-to-end replication process and can be integrated with Apache Kafka APIs to deliver data to HBase, Cassandra, Couchbase, MongoDB, and other big data platforms, in addition to database, data warehouse, and Hadoop and cloud storage.

    BUYERS
    VENDORS
    EXPERTS
    2.6
    ANALYSTS
     
    • SME
    • Massachusetts, US
    • Founded: 1988
    • $51MN to $100MN
    • 101 to 500
  • Jitterbit delivers powerful, flexible, & easy to use data and application integration solutions. Jitterbit allows companies of all sizes to integrate any On-Premise, Cloud , Social, or Mobile application. Jitterbit's graphical "No-Coding" approach accelerates and simplifies the configuration and management of complex integration projects. Jitterbit helps in removing the complexity from data integration with visual interface and wizard-driven tools. The company is effectively capturing, managing and leveraging raw data to derive meaningful business intelligence (BI) for enterprises. The company builds data integration and ETL processes, with business experts deploying the data integration technology. Jitterbit’s powerful ETL tools and data integration solutions provide an intuitive, easy-to-use interface that simplifies data integration.

    BUYERS
    VENDORS
    EXPERTS
    2.6
    ANALYSTS
     
    • Startup
    • Alameda, California, US
    • Founded: 2004
    • Below $10 MN
    • 51 to 100
  • Syncsort offers DMX-h as its product offering in the data integration market. The software is designed to collect, prepare, blend, transform, and distribute the data in the minimum time possible. The ETL software allows data to be collected from numerous data sources, which include files, such as JSON, XML, Hadoop HDFS, and databases, such as Greenplus SQL server, Netezza, Oracle, Sybase, and Teradata.

    BUYERS
    VENDORS
    EXPERTS
    2.6
    ANALYSTS
     
    • SME
    • New Jersey, US
    • Founded: 1968
    • $101MN to $500MN
    • 501 to 1,000
  • Cisco offers Cisco Data Virtualization platform as well as Cisco Information Server (CIS) as its prime offerings to the data integration market. The platform allows organizations to integrate the cloud as well as on-premises data, to gain comprehensive insights from the consolidated data. Cisco’s Cloud Data Virtualization offers easy integration with SaaS applications, such as salesforce.com and IaaS cloud-hosted applications, such as Oracle, eBusiness, and SAP.

    BUYERS
    VENDORS
    EXPERTS
    2.5
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1984
    • S10BN to $50BN
    • 50,001 to 75,000
  • Pentaho Multithreaded data integration engine scales up and out and includes deployment to clustered and cloud environments. The company’s dynamic and reusable data integration templates enables users to create transformations on the platform. It manages and processes data in on-premises, hybrid and multicloud environments. It effortlessly switches from data-processing engines with in-cluster execution to increase data productivity. It also helps reducing the time needed to provide data models for business users, improving collaboration between business and IT. It helps in reducing development time by using data services to virtualize transformed data and making the data available for reports and applications.

    BUYERS
    VENDORS
    EXPERTS
    2.4
    ANALYSTS
     
    • Startup
    • Orlando, Florida, US
    • Founded: 2004
    • $11MN to $50MN
    • 51 to 100
  • BUYERS
    VENDORS
    EXPERTS
    2.4
    ANALYSTS
     
    • Enterprise
    • Los Altos, California, United States
    • Founded: 2013
    • 101 to 500
  • The company uses Relational Database integration which is possible using intelligent and patented AppComms. The simple drag and drop interface of Enterprise Enabler provides users with a relational view of existing relational and non-relational databases on any imaginable platform. Stone Bond’s Relational Database AppComms offers the broadest range of integration options which enables users to access to data in operational systems, federate and sync data in warehouses without staging or designing architecture to address the unique information needs of all users.

    BUYERS
    VENDORS
    EXPERTS
    2.1
    ANALYSTS
     
    • Enterprise
    • Houston, Texas, United States
    • Founded: 2002
    • 101 to 500
  • The CloverDX previously known as Cloveretl, differentiates itself from competitors, based on the quality of its products in harmony with outstanding levels of service. The company goes extra mile to make things happen and respond rapidly to requests, never taking its customers for granted. It provides a full set of database readers and writers, JSON, XML and CSV processors, complex field mapping, email parsing, data aggregation, sorting, de-duplication and many other integration components. The technical support and maintenance package offered includes direct access to a dedicated customer portal and support team, who are right next to their developers and data consultants.

    BUYERS
    VENDORS
    EXPERTS
    2.0
    ANALYSTS
     
    • Enterprise
    • Prague, Hlavni mesto Praha, Czech Republic
    • Founded: 2002
    • 51 to 100
  • Bedrock integration starts with selecting from wide range of connectors including HubSpot, Marketo, Pardot, ConnectWise, Salesforce, Microsoft Dynamics, NetSuite, SugarCRM, Zoho CRM, Pipedrive, Infusionsoft, Cvent and more. It can connect more than two systems at a time and map specific fields including custom fields. It provides the option to leverage object relationships e.g. to pull data from an account to a contact record, which opens data flexibility. It also pairs the data across the system by using uniques identifier for each object type. As new data comes into any connected system, it gets paired using the unique identifier. Unlike native connectors that tend to sync in only one direction, this de-duplication and pairing process works in all directions, keeping data de-duplicated & clean.

    BUYERS
    VENDORS
    EXPERTS
    1.8
    ANALYSTS
     
    • Startup
    • Boston, Massachusetts, United States of America
    • Founded: 2012
    • 1 to 50
  • HVR is deployed and consumed as a single solution (All-in-one Box), which comprises multiple features, covering the end-to-end deployment and data monitoring. HVR supports a wide array of heterogeneous sources and targets, which facilitate the replication of data at scale, whether on-premises or over the cloud.

    BUYERS
    VENDORS
    EXPERTS
    1.8
    ANALYSTS
     
    • Startup
    • California, US
    • Founded: 2000
    • 1 to 50
  • Acxiom is a technology and services company that offers the data foundation for the world's best marketers. They permit people based marketing everywhere through a simple, open approach to connecting systems and data that drives seamless customer experiences and higher ROI. They assess omnichannel data sources, formats and systems to ensure the best Open Garden architecture. Their architect solutions for tech stack enables data orchestration that is focused on a specific strategy, budget, and challenges to achieve optimal sustainability and ROI. They help in configuring data environments for true omnichannel identity resolution and activation across apps and platforms. They connect new and existing applications with data environments for efficient data orchestration. They help in optimizing capabilities and performance and enables growth in new data sources, channels and use cases.

    BUYERS
    VENDORS
    EXPERTS
    1.7
    ANALYSTS
     
    • Enterprise
    • Conway, Arkansas, United States
    • Founded: 1969
    • $500MN to $1BN
    • 1,001 to 5,000

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Questions & Answers

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2. How do I find out the best emerging usecases in Data Integration Market that can be advantageous for my industry?

3. Different parameters are considered while analysing the companies in Data Integration Market. What is the criteria to find out the ones that are most important?

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