Data Integration Buyer's Guide

Data Integration and Application Integration Solutions Directory

Below is a directory of Data Integration vendors, tools and software solutions including company overviews, links to social media and contact information for the Top 28 providers. If you would like a printed version of this page including complete solutions profiles and a list of the top questions to ask in an RFP – Request for Proposal, click here for a Free PDF.

Solutions Overview

1Spatial offers geospatial data management and master data management solution that make geospatial data current, automated, and more. The product helps users collect, manage, plan, maintain, publish, and interpret locati...

1Spatial offers geospatial data management and master data management solution that make geospatial data current, automated, and more. The product helps users collect, manage, plan, maintain, publish, and interpret location-specific information. It serves organizations in the utilities, government, transportation, defense, engineering, and facilities management sectors mainly.

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1Spatial offers an impressive collection of geospatial data management and integration tools for a number of use cases. 1Spatial touts customers in the utilities, government, transportation, defense, engineering, and facilities management. Its most recent product enhancement saw 1Spatial update its data visualizer, which brings the ability to explore data freely in 3D and validation and transformation capabilities for processing 3D data just as easily as 2D. Solutions Review named 1Spatial a 2023 Vendor to Watch.

Solutions Overview

Adeptia is a Chicago-based data integration provider that offers its tools in three different deployment methods. The company’s Adeptia Integration Suite is offered via dedicated install per customer and is primarily used...

Adeptia is a Chicago-based data integration provider that offers its tools in three different deployment methods. The company’s Adeptia Integration Suite is offered via dedicated install per customer and is primarily used by IT staff. Adeptia Connect is a cloud-based Integration Platform as a Service web application developed for business users. The company also offers its integration capabilities via a hybrid product. Adeptia was named a niche player in Gartner’s August Magic Quadrant for Data Integration Tools.

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Adeptia offers a broad spectrum of data integration capabilities in several deployment methods. Its traditional, on-prem product is considered to be one of the best in the market. However, Adeptia’s cloud-based Integration Platform as a Service product has not yet been recognized in the same breath as its competitors. Adeptia’s tools are also lacking in interoperability with other data management solutions. However, what Adeptia does, it does well, and buyers report that the company’s integration tools are attractively priced compared to other providers in the space.

Solutions Overview

Astronomer offers a data orchestration platform that helps with the deployment, management, and scaling of distributed Apache Airflow services. The tool lets you manage DAGs, users, logs, alerts, and version upgrades in a...

Astronomer offers a data orchestration platform that helps with the deployment, management, and scaling of distributed Apache Airflow services. The tool lets you manage DAGs, users, logs, alerts, and version upgrades in a single place. Astronomer also includes notebook and command-line interfaces for automating testing on data before it hits production, as well as best-in-class security and support from expert engineers through the commercial entity behind Airflow OSS.

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Astronomer’s data orchestration capabilities on Airflow are available in a number of industries, including the financial services, retail, and technology. Key use cases include Airflow upgrades, data integration, data science and machine learning, operational analytics, and retail and e-commerce. Astronomer is available for AWS, Google Cloud, Microsoft Azure, and dbt Core. The company is on a meteoric rise, having raised $213 million in Series C funding and acquiring Datakin in March 2022.

Boomi
Solutions Overview

Boomi is recognized as one of the top providers of Integration Platform as a Service tools in the marketplace. Boomi’s flagship product, AtomShere, supports integration processes between cloud platforms, software-as-a-ser...

Boomi is recognized as one of the top providers of Integration Platform as a Service tools in the marketplace. Boomi’s flagship product, AtomShere, supports integration processes between cloud platforms, software-as-a-service applications, and on-prem systems. AtomSphere uses a visual interface to configure application integrations. The solution’s runtime tool, Boomi Atom, allows integrations to be deployed wherever they are needed. The AtomSphere platform is available in several editions, based on use case and functionality.

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Boomi’s portfolio of data and API integration software is available on a common technology platform. The company’s capabilities span a number of different use cases, and organizations have the ability to tailor specific features to their deployment on a per-need basis. Boomi provides standardized and certified connectors to integrate enterprise applications like Oracle E-Business Suite, SAP Business Suite or NetWeaver. In 2021, Boomi announced the addition of Data Catalog and Preparation AtomSphere Service to its flagship offering.

Celigo
Solutions Overview

Celigo’s main product is its Integration Platform as a Service product called integrator.io. The solution enables organizations to connect applications, synchronize data, and automate processes. Celigo features an integra...

Celigo’s main product is its Integration Platform as a Service product called integrator.io. The solution enables organizations to connect applications, synchronize data, and automate processes. Celigo features an integration wizard that includes an API assistant, visual field mapping interface, and drop-down menus. The tool also offers reusable pre-configured integration templates available on the integrator.io marketplace, allowing users to create their own library of reusable, standalone flows. Celigo was founded in 2005.

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Celigo has targeted the middle enterprise market for NetSuite and Salesforce environments. The integrator.io platform is ad hoc integrator-centric, developed for line-of-business users. Celigo has focused in on the North American market, and as a result, is not the best choice for organizations outside the continent. The Data Loader features advanced capabilities like dynamic search and calculations that will append, concatenate, or format data during import.

Gartner Just Predicted the Death of Integration Platform as a Service
Solutions Overview

The Cleo Integration Cloud allows organizations to connect to enterprise and SaaS applications with a variety of connectors and APIs. The tool automatically accepts, transforms, orchestrates, connects and integrates all B...

The Cleo Integration Cloud allows organizations to connect to enterprise and SaaS applications with a variety of connectors and APIs. The tool automatically accepts, transforms, orchestrates, connects and integrates all B2B data types from any source and to any target, and can be deployed via several different methods. Cleo Integration Cloud can also be embedded for SaaS or Information Services organizations and can be utilized as a managed service to offload complex integrations to the vendor’s experts.

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Cleo offers integration capabilities for a wide variety of use cases, including cloud and on-prem. Customers can connect, integrate and analyze end-to-end data flows between their ecosystem and internal systems as well. The vendor also offers comprehensive support and service packages, including the ability to run their integration product as a managed service. Choosing this option unlocks ecosystem integration, managed monitoring, automated notifications of critical information, and scaling services for handling peak demands.

Denodo
Solutions Overview

Denodo is a major player in the data management software market. The award-winning Denodo Platform offers a robust capabilities package for data integration, data management, and data delivery using a logical approach to ...

Denodo is a major player in the data management software market. The award-winning Denodo Platform offers a robust capabilities package for data integration, data management, and data delivery using a logical approach to enable self-service business intelligence, data science, hybrid/multi-cloud integration, and enterprise data services. Denodo touts customers across large enterprises and mid-market companies in over 30 industries. A pioneering company in the data virtualization space, Denodo was founded in Palo Alto, California, in 1999.

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The Denodo Platform offers data virtualization for joining multistructured data sources from database management systems, documents, and a wide variety of other big data, cloud, and enterprise sources. Connectivity support includes relational databases, legacy data, flat files, CML, packed applications, and emerging data types including Hadoop. Denodo also offers self-service data preparation capabilities and remains one of the most popular data virtualization platforms on the market.

Solutions Overview

Equalum is leveraged by some of the world’s largest companies to stream data to the cloud in real-time to power data warehouse modernization, real-time analytics, AI and ML, and more. The vendor is backed by powerful chan...

Equalum is leveraged by some of the world’s largest companies to stream data to the cloud in real-time to power data warehouse modernization, real-time analytics, AI and ML, and more. The vendor is backed by powerful change data capture to help organizations deliver critical business data with speed, reliability, and accuracy. Equalum touts an intuitive, no-code UI that enables users to build pipelines quickly and is optimized for the leading cloud data warehouses. It also offers enterprise-grade monitoring, alerting, and DataOps.

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Equalum offers a platform for transforming, moving and integrating data from anywhere in real-time. The unified platform natively supports every different data integration use case. Enterprise-grade capabilities include the ability to manage and orchestrate data pipelines. It also provides comprehensive monitoring and execution metrics for all data pipelines in the system. In addition to native data ingestion, it utilizes Apache Spark, Kafka and other open-source tools as well.

Solutions Overview

Fivetran offers a data replication platform with standardized schemas. The product requires no coding or maintenance, and pre-made connectors adjust to schema changes automatically. Pipelines can be set up in as little as...

Fivetran offers a data replication platform with standardized schemas. The product requires no coding or maintenance, and pre-made connectors adjust to schema changes automatically. Pipelines can be set up in as little as five minutes by authenticating your sources and data warehouse. Users can trigger automated transformations via a modern and scalable computing infrastructure without configuration as well. Fivetran acquired HVR Software in 2022.

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Fivetran is an automated data integration platform that delivers ready-to-use connectors, transformations and analytics templates that adapt as schemas and APIs change. The product can sync data from cloud applications, databases, and event logs. Integrations are built for analysts who need data centralized but don’t want to spend time maintaining their own pipelines or ETL systems. Fivetran is easy to deploy, scalable, and offers some of the best security features of any provider in the space.

Solutions Overview

Pentaho was acquired by Hitachi Data Systems (HDS) in 2015. Post-merger, Pentaho had been offered as a standalone software platform until recently when Hitachi combined the Pentaho, HDS and Hitachi Insight Groups into a n...

Pentaho was acquired by Hitachi Data Systems (HDS) in 2015. Post-merger, Pentaho had been offered as a standalone software platform until recently when Hitachi combined the Pentaho, HDS and Hitachi Insight Groups into a new unit called Hitachi Vantara. Future releases of the Pentaho platform will be released under the Hitachi Vantara branding. The company’s data integration solution provides visual tools that allow users to ingest, blend, cleanse and prepare data from a variety of data sources.

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Hitachi Vantara’s Pentaho platform for data integration and analytics offers traditional capabilities and big data connectivity. The solution supports the latest Hadoop distributions from Cloudera, Hortonworks, MapR, and Amazon Web Services. However, one of the tool’s shortcomings is that its big data focus takes attention away from other use cases. Pentaho can be deployed on-prem, in the cloud, or via a hybrid model. Hitachi unveiled the newest version of its Lumada DataOps Suite with a composable architecture in 2022.

Solutions Overview

IBM offers several data integration tools in both on-prem and cloud deployments. Its traditional integration product portfolio includes InfoSphere Information Server, BigIntegrate, and DataStage. The company’s Integration...

IBM offers several data integration tools in both on-prem and cloud deployments. Its traditional integration product portfolio includes InfoSphere Information Server, BigIntegrate, and DataStage. The company’s Integration Platform as a Service tool, the Application Integration Suite on Cloud, includes three separate products based on user persona. In addition, IBM also offers a broad spectrum of data and analytic tools for data quality, governance, replication, and master data management.

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IBM’s data and analytic product portfolio is expansive, and the vendor offers a tool for virtually every enterprise use case. The company continues to pool resources to expand its core data management and governance capabilities, including data quality. In addition, IBM’s iPaaS is widely considered one of the best in the marketplace, and the provider regularly adds new functionality to its platform with enterprise settings in mind.

Solutions Overview

Redwood City-based Informatica is recognized as a prominent vendor in the data management software market. The company’s data integration portfolio includes both on-prem and cloud deployments. Informatica combines advance...

Redwood City-based Informatica is recognized as a prominent vendor in the data management software market. The company’s data integration portfolio includes both on-prem and cloud deployments. Informatica combines advanced hybrid integration capabilities and centralized governance with self-service business access for various analytic functions. Informatica recently introduced its CLAIRE Engine, a metadata-driven AI engine that delivers a broad spectrum of data management tools by applying machine learning.

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Informatica offers an expansive portfolio of data management tools in various deployments. The vendor’s customer base is more than 7,000 organizations. Informatica touts strong interoperability between its growing list of software solutions, and the AI-powered CLAIRE engine is an intriguing add-on to the existing platform. Analyst house Gartner, Inc. named Informatica a leader in both the Data Integration Tools and Enterprise Integration Platform as a Service space in 2022.

Jitterbit
Solutions Overview

Jitterbit offers cloud data integration and API transformation capabilities. The company’s main product, Jitterbit Harmony, allows organizations to design, deploy, and manage the entire integration lifecycle. The platform...

Jitterbit offers cloud data integration and API transformation capabilities. The company’s main product, Jitterbit Harmony, allows organizations to design, deploy, and manage the entire integration lifecycle. The platform features a graphical interface for guided drag-and-drop configuration, integration via pre-built templates, and the ability to infuse applications with artificial intelligence. Users can run the tool in cloud, hybrid, or on-prem environments, and feed consolidated data to real-time analytics. Jitterbit is headquartered in Alameda, California.

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Jitterbit’s Harmony platform is an Integration Platform as a Service product that provides connectivity to cloud and on-prem environments. The vendor’s API transformation capabilities are expansive, and allow organizations to create, run, secure, and manage APIs and microservices using the cloud. APIs can also be infused with artificial intelligence. Jitterbit’s most recent release (April 2022) brings a new app builder as an extension of the platform.

Solutions Overview

Keboola is a cloud-based data integration platform that connects data sources to analytics platforms. It supports the entire data workflow process, from the point of data extraction, preparation, cleansing, warehousing, a...

Keboola is a cloud-based data integration platform that connects data sources to analytics platforms. It supports the entire data workflow process, from the point of data extraction, preparation, cleansing, warehousing, and all the way to its integration, enrichment, and loading. Keboola offers more than 200 integrations and features an environment that allows users to build their own data applications or integrations using GitHub and Docker.

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Keboola allows organizations to ingest data using more than 100 pre-built extractors for databases, FTP, and flat files. The user interface is intuitive and provides users with the capabilities to tackle data tasks with SQL, Python, or R. Keboola can automate low-value activities while accounting for critical components like audit trail, version control, and access management. An open architecture makes it scalable without the need for extensive retooling, and businesses can utilize galleries of pre-built connectors or their own.

Solutions Overview

Matillion offers data integration software for cloud data warehouses, and was designed for Amazon Redshift, Snowflake, and Google BigQuery. The product works by allowing users to consolidate large data sets and quickly pe...

Matillion offers data integration software for cloud data warehouses, and was designed for Amazon Redshift, Snowflake, and Google BigQuery. The product works by allowing users to consolidate large data sets and quickly perform data transformations. It features expert technical support as well, all by Matillion solution architects and comes free of charge. Full support is offered throughout the customer lifecycle, including trial and complex use case development. Matillion includes more than 70 pre-built connectors.

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Matillion enables data transformation for cloud data warehouses. Its flagship ETL platform supports numerous data source connectors, security requirements, and includes a REST API to support custom integrations. Its free SaaS Data Loader can be used by itself to perform cloud data migrations or used on conjunction with the main product to transform data for analytics, reporting, machine learning, and artificial intelligence. Matillion released a slew of new tools and capabilities, and received new venture capital funding in 2022.

Solutions Overview

Microsoft offers its data integration functionality on-prem and in the cloud (via Integration Platform as a Service). The company’s traditional integration tool, SQL Server Integration Services (SSIS), is included inside ...

Microsoft offers its data integration functionality on-prem and in the cloud (via Integration Platform as a Service). The company’s traditional integration tool, SQL Server Integration Services (SSIS), is included inside the SQL Server DBMS platform. Microsoft also touts two cloud SaaS products: Azure Logic Apps and Microsoft Flow. Flow is ad hoc integrator-centric and included in the overarching Azure Logic Apps solution.

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Microsoft offers an almost dizzying number of data integration solutions for virtually every enterprise and citizen integrator use case. The company’s data platform is expansive and features a suite of tools that allow organizations to manage the full lifecycle of mission-critical data. SSIS can extract, transform, and consolidate data from multiple relational databases and sources such as XML data files and flat files, and then load the processed information into an enterprise data warehouse or other large target system. Microsoft is an excellent choice for large, enterprise deployments.

MuleSoft
Solutions Overview

MuleSoft offers a B2B application delivery network that connects data, applications, and devices with APIs. Founded in 2006, MuleSoft has more than 900 customers in 60 countries. The vendor enables organizations to improv...

MuleSoft offers a B2B application delivery network that connects data, applications, and devices with APIs. Founded in 2006, MuleSoft has more than 900 customers in 60 countries. The vendor enables organizations to improve their applications through integration while also providing API connectivity to a wide variety of on-prem and cloud-based applications and systems. The California-based solution provider provides both traditional and Integration Platform as a Service products and touts a growing capabilities portfolio. MuleSoft was acquired by Salesforce in March 2018.

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MuleSoft’s Anypoint product features far-reaching API management capabilities that span creation, publishing, integration, and cloud messaging. Anypoint’s portfolio of connections is crowdsourced, and integrations with the solution can be made both on-prem and in the cloud. MuleSoft offers some of the best customer support in the marketplace. However, the solution is complex, and may not be the best fit for ad hoc integrators.

Solutions Overview

Oracle offers a full spectrum of data integration tools for traditional use cases as well as modern ones, in both on-prem and cloud deployments. The company’s product portfolio features technologies and services that allo...

Oracle offers a full spectrum of data integration tools for traditional use cases as well as modern ones, in both on-prem and cloud deployments. The company’s product portfolio features technologies and services that allow organizations to full lifecycle data movement and enrichment. Oracle data integration provides pervasive and continuous access to data across heterogeneous systems via bulk data movement, transformation, bidirectional replication, metadata management, data services, and data quality for customer and product domains.

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Oracle offers a half-dozen traditional data integration products that range in enterprise functionality. The company’s cloud iPaaS tools come in two editions, one for ad hoc integrators and another for more advanced users. Oracle also does business in the API management and managed file transfer marketplaces. Oracle has recently delivered several enhancements to its portfolio of integration solutions to include self-service features that are based on integrated natural language processing and machine learning.

Solutions Overview

Precisely is the end-result of Syncsort’s re-brand after it acquired the Pitney Bowes data quality unit in August 2019. The company offers a number of data integrity products that make it a major player in enterprise data...

Precisely is the end-result of Syncsort’s re-brand after it acquired the Pitney Bowes data quality unit in August 2019. The company offers a number of data integrity products that make it a major player in enterprise data enrichment solutions. Precisely’s solution portfolio is broken into five distinct categories based on the use case. Integrate is its data integration line that features Precisely Connect, Ironstream, Assure, and Syncsort.

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The Verify unit of data quality tools includes Precisely Spectrum Quality, Spectrum Context, and Trillium. The location intelligence line touts Precisely Spectrum Spatial, Spectrum Geocoding, MapInfo, and Confirm, while Enrich features Precisely Streets, Boundaries, Points Of Interest, Addresses, and Demographics. There’s also Precisely Engage on the company’s Engage unit. In 2022, Precisely added new geo addresing features, extended its partnership with Snowflake, and achieved Amazon RDS Ready Desgnation.

Solutions Overview

Attunity is now a division of Qlik as a result of Qlik’s February 2019 acquisition. The Attunity product suite features a range of data integration capabilities that span four distinct product lines. The flagship product ...

Attunity is now a division of Qlik as a result of Qlik’s February 2019 acquisition. The Attunity product suite features a range of data integration capabilities that span four distinct product lines. The flagship product is Attunity Replicate, a tool that replicates, synchronizes, distributes, consolidates, and ingests data across all major databases, data warehouses, and Hadoop. The portfolio of Attunity products is buoyed by Attunity Compose and Attunity Visibility. Qlik is one of the few providers in this buyer’s guide to offer market-leading on-prem and cloud data integration products.

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Qlik also offers Attunity CloudBeam, an Integration Platform as a Service tool, which provides cloud-optimized data replication from all major on-prem sources to Amazon Web Services, Microsoft Azure, and Google Cloud. Its suite of traditional solutions includes virtually every major tool type. In November 2022, Qlik announced a new Cloud Data Integration service designed for analytics and data engineers deploying enterprise integration and transformation.

Solutions Overview

SAP provides on-prem and cloud integration functionality through two main channels. Traditional capabilities are offered through SAP Data Services, a data management platform that provides capabilities for data integratio...

SAP provides on-prem and cloud integration functionality through two main channels. Traditional capabilities are offered through SAP Data Services, a data management platform that provides capabilities for data integration, quality, and cleansing. Integration Platform as a Service features are available through the SAP Cloud Platform. SAP’s Cloud Platform integrates processes and data between cloud apps, 3rd party applications, and on-prem solutions. The company also provides tools that allow users to browse and discover APIs via API Business Hub.

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SAP’s data integration tools can be utilized across a wide array of uses cases. The vendor’s data management capabilities are far-reaching, and encompass data preparation, metadata management, and governance. SAP’s product portfolio also features excellent interoperability for enterprise deployments. The company recently added IoT integration, data quality, and high-performance messaging to its cloud integration tool. The only thing holding SAP back from emerging as a major player in the market is the perception that SAP’s tools don’t integrate well with others.

Solutions Overview

SAS is the largest independent vendor in the data integration tools market. The provider offers its core capabilities via SAS Data Management, where data integration and quality tools are interwoven. It includes flexible ...

SAS is the largest independent vendor in the data integration tools market. The provider offers its core capabilities via SAS Data Management, where data integration and quality tools are interwoven. It includes flexible query language support, metadata integration, push-down database processing, and various optimization and performance capabilities. The company’s data virtualization tool, Federation Server, enables advanced data masking and encryption that allows users to determine who is authorized to view data.

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SAS offers data integration functionality for a number of enterprise use cases. It requires little knowledge of the data or SQL required to surface it. SAS also features a multithreaded read interface, threaded kernel technology, and native APIs to Oracle, DB2 and Teradata. In addition, it allows users to analyze big data while it’s in motion via Event Stream Processing, a tool that helps discern patterns in text and structured streaming data. Data virtualization, Hadoop connectivity, and the SAS Decision Manager are some of the tool’s forward-thinking technologies. SAS still does not offer an iPaaS product.

Solutions Overview

SnapLogic’s Intelligent Integration Platform provides integration across applications, databases, data warehouses, big data streams, and IoT deployments. It allows both IT and business users to create data pipelines that ...

SnapLogic’s Intelligent Integration Platform provides integration across applications, databases, data warehouses, big data streams, and IoT deployments. It allows both IT and business users to create data pipelines that can be deployed on-prem or in the cloud. The platform features an HTML5 visual designer and a proprietary AI algorithm called Iris that learns common integration patterns and drives self-service by recommending flows. Complete support for complex transformations, conditional operations, triggers, parameterization, aggregation, and reuse maximizes the tool’s flexibility. SnapLogic was founded in 2006.

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SnapLogic offers an expansive set of native iPaaS capabilities to support a variety of use cases. The Intelligent Integration Platform features a web-based user interface for both IT and line-of-business users. The platform includes over 500 pre-built connectors, and the Monitoring Dashboard provides visibility into the health of cloud integrations with system performance dashboards, drill-down capabilities, triggered event notifications, and Iris AI-based recommendations. SnapLogic’s market focus make it an excellent choice for enterprise deployments.

Solutions Overview

Founded in 2012 as WebAction, Striim offers a real-time data integration solution that enables continuous query processing and streaming analytics. Striim integrates data from a wide variety of sources, including transact...

Founded in 2012 as WebAction, Striim offers a real-time data integration solution that enables continuous query processing and streaming analytics. Striim integrates data from a wide variety of sources, including transaction/change data, events, log files, application and IoT sensor, and real-time correlation across multiple streams. The platform features pre-built data pipelines, out-of-the-box wizards for configuration and coding, and a drag-and-drop dashboard builder. Striim is based in Palo Alto, California and backed by Intel Capital.

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Striim allows organizations to integrate, analyze, and visualize streaming data across the cloud, big data, and IoT devices. The solution provides users with the capabilities to build data pipelines for big data integration, cloud migration and integration, and detect cybersecurity threats, fraud, and other operational risks and opportunities. Striim is a viable choice for a wide array of use cases and connects to all the most popular enterprise sources and targets.

Solutions Overview

Talend offers an expansive portfolio of data integration and data management tools. The company’s flagship tool, Open Studio for Data Integration, is available via a free open-source license. Talend Integration Cloud is o...

Talend offers an expansive portfolio of data integration and data management tools. The company’s flagship tool, Open Studio for Data Integration, is available via a free open-source license. Talend Integration Cloud is offered in three separate editions (SaaS, hybrid, elastic), and provides broad connectivity, built-in data quality, and native code generation to support big data technologies. Big data components and connectors include Hadoop, NoSQL, MapReduce, Spark, machine leaning, and IoT. Talend went public in July of 2016.

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In 2022, Talend launched version 8 of its Data Catalog solution. The automated tool offers proactive data governance features, tailored business modelling, and machine learning-focused classification. The company also dropped a new data fabric offering inside its Spring ‘22 release. Enhanced support for Amazon Redshift Serverless and a partnership with Snowflake on data health have Talend’s arrow pointing up for 2023.

Solutions Overview

TIBCO is a Palo Alto-based, publicly held solution provider well-known in the data and analytic marketplace, but also offers a growing portfolio of integration tools. TIBCO’s flagship Integration Platform as a Service pro...

TIBCO is a Palo Alto-based, publicly held solution provider well-known in the data and analytic marketplace, but also offers a growing portfolio of integration tools. TIBCO’s flagship Integration Platform as a Service product, TIBCO Cloud Integration, requires no code. It also allows users to create, model, and deploy APIs in a completely guided process. TIBCO acquired Scribe Software in June 2018 and has rolled its capabilities into TIBCO Cloud Integration as a complimentary package.

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TIBCO offers a fully integrated data platform that can handle a variety of data integration use cases. TIBCO’s integration solution can be deployed on-prem, in the cloud, or via a hybrid model. Cloud-native application integration, API management, IoT connectivity, and an eye on evolving customer needs are all major value adds. TIBCO updated its cloud iPaaS offering in July with features that hasten app, data, and device connectivity.

Solutions Overview

Tray.io offers low-code automation for a variety of user cases. The Tray General Automation Platform democratizes automation and integration so anyone can transform their unique business processes into repeatable and scal...

Tray.io offers low-code automation for a variety of user cases. The Tray General Automation Platform democratizes automation and integration so anyone can transform their unique business processes into repeatable and scalable workflows. The self-service platform is flexible and enables users to build integrations using any API for connecting enterprise applications without incremental cost. Tray is available in a number of versions based on functionality, though the Professional Edition is most popular.

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Tray.io’s emphasis on ease of use and flexibility, makes it an ideal solution for both citizen integrators and IT teams. In addition to the Tray Platform, Tray.io also offers Tray Embedded, an ISV-specific solution that allows ISVs to embed integration functions directly within their applications. Customers gain access to training, technical support, and implementation services to as well. Tray’s General Automation Platform was recently named to Gartner’s Magic Quadrant for Enterprise Integration Platform as a Service.

Solutions Overview

Trifacta offers an open and interactive cloud platform for data engineers and analysts. Its Data Engineering Cloud solution enables users to collaboratively profile, prepare, and pipeline data for analytics and machine le...

Trifacta offers an open and interactive cloud platform for data engineers and analysts. Its Data Engineering Cloud solution enables users to collaboratively profile, prepare, and pipeline data for analytics and machine learning. Trifacta touts multi-cloud support, flexible execution (you can choose between ETL, ELT, or an optimal combination of the two based on performance and cost), and universal connectivity for ingesting data from enterprise sources.

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Trifacta supports all clouds, and includes universal connectivity, open APIs, and flexible execution. The platform is based on an interactive and visual approach for adaptive data quality and smart data pipelines. Trifacta also touts low-code and no-code authoring, sharing, and collaboration with build-in governance and fine-grained access controls. Trifacta has a tool that can be used for a wide varietry of data preparation use cases, making it an interesting consideration.