Data Integration Software in Government and Defense

Government and defense organizations are increasingly leveraging technology to support their functions, enhance public infrastructure, and engage public, efficiently gearing toward the development of the economy and increasing the quality of life of people. Similar to any business, data remains a critical asset for the government and defense organizations. Depending upon the requirement, the data sources vary from demographic data to geographical data; these organizations collect massive amounts of data and require a mechanism or tool to put all the data together to have a better grasp on reality. Let us take the example of a national level agency that focuses on the ocean and atmospheric conditions to preserve human lives and property, and conserve and protect natural resources. The agency has a center of expertise responsible for response and restoration, including preparing, evaluating, and responding to threats to coastal environments such as releases from hazardous waste sites and oil and chemical spills. The agency captures and generates a massive amount of data in different formats while assessing the impact of disasters such as photographs of the affected sites, geospatial data, lab analysis, and instrument outputs organized in different files and databases. Different teams require different data sets specific to their objective, which creates variations across different studies owing to different data standards, storage, organization methods, and level of documentation. This results in limited information sharing and low cross-team collaboration with insufficient access to data or partial understanding of the studies and their context. In such a scenario, a data integration solution with centralized data management capability is needed. An appropriate data integration solution can aid the researchers by facilitating a scientific repository standardized by a common framework for storing environmental data. In addition, the solution can provide additional features to enhance data quality, maintain integrity, and facilitate data governance.

COMPETITIVE LEADERSHIP MAPPING TERMINOLOGY

14 companies offering Data Integration Software in Government and Defense were analyzed, shortlisted and categorized on a quadrant under Visionary Leaders, Innovators, Dynamic Differentiators, and Emerging Companies.

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

Elastico, Syncsort, Scribe Software, Attunity, Actian 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.

Pentaho has been recognized as a dynamic differentiator.

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, IBM 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. Elastico, Syncsort, Scribe Software, Attunity, Actian 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.  Pentaho is recognized as a dynamic differentiator.

EMERGING COMPANIES

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.

Data Integration Software in Government and Defense

Comparing 26 vendors in Data Integration Software across 167 criteria.
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In the data integration software 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 IBM InfoSphere DataStage 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.
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In the data integration software market, Microsoft provides Microsoft Azure Data Factory, a cloud-based data integration service. This 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. Azure Data Factory 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.
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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.
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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.
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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.
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Information Builders offers Omni-Gen Data Management 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. Omni-Gen Data Management offers an interface for Hadoop and Spark data ingestion, transformation, Change Data Capture (CDC), and enrichment and cleaning of big data sources.
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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.
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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.
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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.

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Denodo Data Integration software is a data virtualization platform, which delivers all data virtualization capabilities on a single platform. It is 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.
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Elasticio hybrid integration platform has a rich library of pre-built connectors for mainstream business applications. Elasticio helps in transforming data between various applications and systems by mapping data into specific fields where the next generation components expect to receive.It helps in detecting inconsistencies in integration workflows to find the source of errors and fix rebelling workflows within short span of time. The company’s hybrid integration platform is easily connected to existing on premise or deployed on premise. The benefit of using Elasticio is that the platform is easily extensible which ensures fast development of new integration components with minimum efforts. elasticcio provides developers with a complete integrated suite of tools and technology that make connecting disparate software easier, less time-consuming and more cost-effective.

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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.
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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.
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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.

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