Most businesses have data stored in a variety of locations, from in-house databases to SaaS platforms. To get a full picture of their finances and operations, they pull data from all those sources into a data warehouse or data lake and run
analytics against it. But they don't want to build and maintain their own data pipelines.
Fortunately, it’s not necessary to code everything in-house. Here's an comparison of three such tools, head to head.
About Tibco Jaspersoft
Jaspersoft sells an embeddable business intelligence suite that lets developers embed analytics reports and dashboards inside their applications. Jaspersoft Enterprise is a full BI server including web reporting, dashboard, and analytic tools, while JasperReports IO is a BI microservice for producing reports and visualizations. Both editions include Jaspersoft Studio design software. Jaspersoft ETL is an optional component of Jaspersoft Enterprise that consists of an OEM edition of an older version of Talend Open Studio for Data Integration.
About Ab Initio
Ab Initio is an on-premises data integration tool. The Ab Initio environment comprises six development and execution components:
- Co>Operating System — application development and execution environment
- Enterprise Meta>Environment — operational metadata management system
- Continuous Flows — dataflow engine for batch and real-time processing
- Business Rules Environment and Express>It Web Environment — environment for specifying business rules
- Data>Profiler — holistic data quality program
- Conduct>It — process automation facility
Stitch Data Loader is a cloud-based platform for ETL — extract, transform, and load. More than 3,000 companies use Stitch to move billions of records every day from SaaS applications and databases into data warehouses and data lakes, where it can be analyzed with BI tools. Stitch is a Talend company and is part of the Talend Data Fabric.
||Embedded BI software
||ETL, enterprise application integration (EAI)
||Data ingestion, ELT
||Full table; incremental via change data capture
||Full table; incremental via change data capture or SELECT/replication keys
||Fewer than 10
||More than 100
|Ability for customers to add new data sources
|Connects to data warehouses? Data lakes?
||Yes / Yes
||Yes / No
||Yes / Yes
|G2 customer satisfaction
||Requires a conversation with sales
||Requires a conversation with sales
||Options for self-service or talking with sales. Also available from the AWS store.
|Compliance, governance, and security certifications
||HIPAA, GDPR, SOC 2
Talend Data Fabric
||Month to month or annual contracts. Open source integrations
||Import API, Stitch Connect API for integrating Stitch with other platforms,
open source project
Let's dive into some of the details of each platform.
Tibco Jaspersoft lets users define preload transformations by dragging and dropping icons onto a graphical workspace.
Stitch is an ELT product. Within the pipeline, Stitch does only transformations that are required for compatibility with the destination, such as translating data types or denesting data when relevant. Stitch is part of Talend, which also provides tools for transforming data either within the data warehouse or via external processing engines such as Spark and MapReduce. Transformations can be defined in SQL, Python, Java, or via graphical user interface.
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Connectors: Data sources and destinations
Each of these tools supports a variety of data sources and destinations.
Jaspersoft ETL supports about 30 data sources, including enterprise applications, big data tools, and cloud platforms. Users can download components that connect to additional platforms by joining Talend Exchange.
Ab Initio does not publicly disclose how many data sources it supports, but the sources include databases, message queuing infrastructure, and SaaS platforms. Destinations include on-premises data warehouses but no data lakes.
more than 100 database and SaaS integrations
as data sources, and eight data warehouse and data lake destinations. Customers can contract with Stitch to build new sources, and anyone can add a new source to Stitch by developing it according to the standards laid out in
Singer, an open source toolkit for writing scripts that move data. Singer integrations can be run independently, regardless of whether the user is a Stitch customer. Running Singer integrations on
Stitch’s platform allows users to take advantage of Stitch's monitoring, scheduling, credential management, and autoscaling features.
Support, documentation, and training
Data integration tools can be complex, so vendors offer several ways to help their customers. Online documentation is the first resource users often turn to, and support teams can answer questions that aren't covered in the docs. Vendors of the
more complicated tools may also offer training services.
Jaspersoft provides support through an online support portal. Documentation for Jaspersoft ETL consists of links to non-Jaspersoft sites. No training materials are available.
Ab Initio provides support via email. Documentation is not publicly available. The company does not provide training materials.
Stitch provides in-app chat support to all customers, and phone support is available for Enterprise customers. Support SLAs are available. Documentation is comprehensive and is open source —
anyone can contribute
additions and improvements or repurpose the content. Stitch does not provide training services.
Jaspersoft provides an evaluation license. Pricing isn't disclosed.
Pricing is not disclosed.
that scales to fit a wide range of budgets and company sizes. All new users get an unlimited 14-day trial. After the trial, there's a free plan for smaller organizations and nonproduction workloads. Standard plans range from $100 to $1,250 per month
depending on scale, with discounts for paying annually. Enterprise plans for larger organizations and mission-critical use cases can include custom features, data volumes, and service levels, and are priced individually.
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Which tool is best overall? That's something every organization has to decide based on its unique requirements, but we can help you get started.
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