Top Data Integration Tools 2022

Vector drawing showing data integration with databases and computers.
Picture: bakhtiarzein/Adobe Inventory

Right this moment’s companies frequently work together with knowledge that resides in a number of separate knowledge sources. Failing to unify this knowledge results in inefficient operations and will increase the probabilities of introducing errors to knowledge, which in the end flaws total decision-making. Knowledge integration unifies knowledge to enhance total effectivity and raises the standard of actionable insights. On this information, TechRepublic affords an inventory of prime knowledge integration instruments to contemplate for your small business’s knowledge integration technique.

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What’s knowledge integration?

Knowledge integration refers back to the course of of mixing knowledge from disparate sources right into a unified view that helps the gathering of actionable enterprise intelligence. Integration begins with the info ingestion course of and includes steps reminiscent of knowledge cleaning, ETL mapping and transformation.

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High knowledge integration instruments


Talend logo.
Picture: Talend

Talend helps organizations ship wholesome knowledge to appropriately inform their decision-making. The corporate supplies a unified platform to assist knowledge wants with out limits in scale or complexity. With Talend, organizations can execute workloads seamlessly throughout cloud suppliers or with on-premises knowledge. Talend’s knowledge integration options allow customers to attach all their knowledge sources right into a clear, complete and compliant supply of fact.

Key differentiators

  • 1,000+ connectors and parts: Talend affords greater than 1,000 connectors and parts for customers to attach uncountable knowledge sources and knowledge environments, whether or not within the cloud or on-premises.
  • Flexibility and intuitiveness: With a drag-and-drop interface, Talend accelerates the deployment of information pipelines compared to hand-coding. Customers can even use the drag-and-drop interface to develop and deploy reusable knowledge pipelines.
  • Embedded knowledge high quality: Talend embeds knowledge high quality into each step of the info integration course of to proactively cease unhealthy knowledge. It empowers customers to find and repair knowledge points whereas knowledge is in transit via varied techniques.
  • Administration of bigger knowledge units: Talend helps the scaling of big knowledge units to superior knowledge analytics or Spark platforms.

Con: Talend might undergo from efficiency and reminiscence administration points.


Hevo logo.
Picture: Hevo

Hevo is an end-to-end knowledge pipeline platform that allows customers to effortlessly leverage knowledge. Hevo can pull knowledge from a number of sources into warehouses, perform transformations and supply operational intelligence to enterprise instruments. It’s purpose-built for the ETL, ELT and Reverse ETL wants of in the present day and helps knowledge groups to streamline and automate knowledge flows. Frequent advantages of working with Hevo embody hours of time saved per week, accelerated reporting, and optimized analytics and decision-making.

Key differentiators

  • No-code person interface: Customers can profit from an intuitive no-code UI to combine knowledge from huge sources in close to real-time.
  • Fault-tolerant structure: Via a fault-tolerant structure, Hevo scales with low latency, implements end-to-end encryption and complies with each main certification that’s required.
  • Automated pipelines: Hevo empowers customers to arrange pipelines for greater than 150 knowledge sources in minutes. Automated upkeep additionally takes place when there are adjustments in supply knowledge or APIs.
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Con: The software may benefit from extra detailed documentation for first-time customers to smoothen the training curve.

Informatica Cloud Knowledge Integration

Informatica logo.
Picture: Informatica

Informatica Cloud Data Integration supplies a quick and dependable technique to combine and ship knowledge and analytics to companies. It’s an clever knowledge platform that repeatedly assesses the efficiency of processing engines and workload variations, all whereas enabling customers to determine the proper knowledge integration sample for his or her use circumstances. With Informatica Cloud Knowledge Integration, customers can join tons of of functions and knowledge sources on-premises and combine knowledge sources at scale within the cloud.

Key differentiators

  • Wealthy set of connectors for all main knowledge sources: Informatica Cloud Knowledge Integration affords out-of-the-box connectivity to tons of of techniques, functions, knowledge shops and BI instruments.
  • Superior knowledge transformation performance: With transformation varieties reminiscent of cleaning, masking, aggregation, filtering and parsing, customers can course of knowledge transformations in real-time or batch.
  • Codeless integration: Oracle Cloud Knowledge Integration expedites growth by connecting huge endpoints throughout on-premises and cloud environments with pre-built transformations via a visible mapping designer.

Con: Customers can not retailer metadata regionally with Informatica Cloud Knowledge Integration.

Oracle Knowledge Integrator

Oracle logo.
Picture: Oracle

Oracle Data Integrator is a radical knowledge integration platform that covers knowledge integration necessities like high-volume, high-performance batch masses; SOA-enabled knowledge companies; and event-driven, trickle-feed integration processes. Oracle additionally supplies superior knowledge integration capabilities to customers that search to implement seamless and responsive Large Knowledge Administration platforms via Oracle Knowledge Integrator for Large Knowledge.

Key differentiators

  • Out-of-the-box integrations: The Oracle Knowledge Integrator Enterprise Version supplies out-of-the-box integration with databases, ERPs, CRMs, Hadoop, LDAP and extra.
  • Heterogeneous assist: The Enterprise Version affords heterogeneous assist for third-party platforms, knowledge sources and warehousing home equipment. It’s utterly optimized for blended applied sciences reminiscent of sources, functions, targets and extra.
  • Information module framework for extensibility: The Enterprise Version has modular, versatile and extensible processes on account of having information modules on the core of the Oracle Knowledge Integrator.
  • Wealthy ETL: Oracle Knowledge Integrator supplies wealthy ETL for Oracle databases, with advanced dimension and dice loading assist.

Con: Oracle’s resolution includes a posh growth expertise compared to opponents.


Dataddo logo.
Picture: Dataddo

Dataddo is a no-code platform for knowledge integration, transformation and automation that seeks to supply customers with full management and entry to their knowledge. The platform works with many on-line knowledge companies, together with current knowledge architectures customers have already got. Dataddo syncs dashboarding functions, knowledge lakes, knowledge warehouses and cloud-based companies. It additionally visualizes, centralizes, distributes and prompts knowledge by automating its switch from supply to vacation spot.

Key differentiators

  • Knowledge to dashboards: Dataddo permits customers to securely ship knowledge to Google Sheets and dashboarding functions like Energy BI from any enterprise software. Its Options Group proactively screens knowledge pipelines and takes care of API adjustments.
  • Knowledge anyplace: Customers can securely ship knowledge from enterprise functions, APIs or databases to knowledge warehouses, dashboarding functions and enterprise functions via Dataddo’s Knowledge Wherever product.
  • Headless knowledge integration: The unified Dataddo API supplies a platform for customers to construct their knowledge merchandise on and get freedom from fixed API adjustments, scalability points and pipeline upkeep.
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Con: The platform could be fairly complicated to new customers. logo.
Picture: is a low-code knowledge warehouse integration platform that helps knowledgeable decision-making for data-driven progress. Its platform affords organizations capabilities to combine, course of and put together knowledge for analytics on the cloud.’s platform is scalable to guarantee that organizations can profit from huge knowledge alternatives with no hefty funding in software program, {hardware} and employees. The platform provides corporations the prospect to get pleasure from immediate connectivity to a number of knowledge sources and a wealthy set of out-of-the-box knowledge transformations.

Key differentiators

  • ETL and reverse ETL: permits groups to focus extra on insights and far much less on knowledge preparation via low-code ETL and Reverse ETL for streamlining knowledge processing.
  • ELT and CDC: Customers and techniques can entry knowledge in actual time via using ELT and CDC to copy knowledge to their knowledge warehouses.
  • API era: affords groups immediate API era to supply API entry to knowledge sources for consumption of their techniques and functions.

Con: The software may benefit from extra superior options and customization.

IRI Voracity

IRI Voracity logo.
Picture: IRI Voracity

IRI Voracity is an end-to-end knowledge lifecycle administration platform that leverages expertise to sort out velocity, complexity and price points within the knowledge integration market. It’s an integration platform as a service (IPaaS) knowledge integration software that’s preferrred for fast and reasonably priced ETL operations. IRI Voracity additionally affords knowledge high quality, masking, federation and MDM integrations.

Key differentiators

  • A number of supply connections: IRI Voracity’s a number of supply connections allow customers to control and mash-up each structured and unstructured knowledge sources.
  • Knowledge mapping: The software provides customers the power to format endian, report, subject, file and tables, in addition to add surrogate keys. IRI Voracity helps ETL, replication and federation.
  • Hadoop transforms: IRI Voracity supplies choices for Spark, MapReduce 2, Spark Stream, Storm or Tez processing to yield limitless scalability.

Con: The IRI product names could also be complicated to customers.


Zigiwave logo.
Picture: Zigiwave

Zigiwave is an organization that goals to disrupt the integrations trade, notably the place connections between functions are characterised by strains of code and loads of time invested. Zigiwave’s product, ZigiOps, is a extremely versatile no-code integration platform that creates highly effective integrations in a handful of minutes. ZigiOps empowers non-technical customers to hold out integration duties in a couple of clicks with out having so as to add scripts.

Key differentiators

  • No code integrations: As a no-code integration platform, ZigiOps connects techniques in minutes, offering a low entry and utilization barrier for non-technical customers.
  • Flexibility and scalability: ZigiOps affords customers the power to synchronize all entities and fields. They’ll arrange, modify, scale and launch all integrations from a single person interface.
  • Integration templates: With ZigiOps, customers are supplied with absolutely customizable integration templates. These predefined templates be certain that customers take lower than 5 minutes to arrange integrations.
  • Restoration and knowledge security measures: ZigiOps protects customers’ integration configuration within the occasion of system downtime. It’s also incapable of storing delicate info because it doesn’t have a database.
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Con: For the reason that firm is predicated in Europe, the assist time protection might show to be a problem for customers exterior of Europe.

What’s knowledge integration used for?

Leveraging huge knowledge

The complexity and quantity of massive knowledge imply that the info that’s out there for companies to leverage retains rising. This rising quantity of massive knowledge reinforces the necessity for contemporary knowledge integration efforts that improve huge knowledge visibility and usefulness.

Creating knowledge lakes and knowledge warehouses

Knowledge integration helps to create knowledge warehouses. Knowledge warehouses mix quite a few knowledge sources right into a database. These warehouses empower customers with querying, report compilation, evaluation era and knowledge retrieval capabilities. Usually, they assist organizations generate enterprise intelligence, with the assistance of information integration operations.

Making enterprise intelligence simpler

Enterprise intelligence advantages from knowledge integration, as the method supplies a unified view of information from a number of sources. This simplifies inspecting and comprehending knowledge units to generate actionable enterprise insights. Knowledge integration permits knowledge analysts to compile info with out the specter of being engulfed by large volumes.

Key options of information integration instruments

  • Connectors: Knowledge integration instruments ought to have as many pre-built connectors as doable to ease integration duties for groups and in the end save extra of their time.
  • Portability: Knowledge integration instruments ought to allow organizations to construct integrations and execute them in any setting. That is notably essential as the recognition of hybrid cloud fashions continues to rise.
  • Cloud compatibility: Whether or not in a single-, multi-cloud, or hybrid setting, knowledge integration instruments ought to run natively.
  • Open-source: Open-source instruments assist organizations keep away from vendor lock-in whereas offering extra flexibility.

Advantages of utilizing knowledge integration instruments

Larger collaboration and unification of techniques

Knowledge integration requires collaborative effort to enhance the info that the group wants. Knowledge integration unifies and delivers knowledge throughout all strains of enterprise.

Fewer errors

Manually coping with high-volume knowledge closely contributes to lacking, incomplete and incorrect knowledge. A knowledge integration resolution synchronizes knowledge with automated updates. It additionally permits organizations to run experiences in actual time, which helps to keep away from errors and observe down errors shortly.

Elevated effectivity

Correct knowledge integration helps corporations cut back the time it takes to organize and analyze knowledge. The very best knowledge integration instruments additionally supply options that assist growth groups save time on extra handbook duties like hand-coding.