INTEGRATION
AND MODELING
Data needs to be cleansed, organized, and accessible in one place, so organizations can recognize patterns and identify causal mechanisms. Data integration solutions allow organizations to centralize data so their teams can produce better and faster insights.
This group also includes technology providers that offer data transformation—the process of changing the format, structure, or values of data to make it more organized and useful to humans and computers.
Ranked Sorted Partners by Index Score
The Ranked Sorted Partners by Index Score chart plots the calculated scores of all solutions evaluated in the category in descending order. The dot and index score represents the cutoff threshold of the Leaders in the category. See the Methodology page for more info.
TYPES OF SOLUTIONS
ETL, ELT, data modelers, batch/change data capture (CDC)
LEADERS
dbt™ works on top of Snowflake to provide a centralized environment for collaborative data transformation. Data professionals who know SQL can collaborate on end-to-end transformation workflows in Snowflake. Working with dbt on Snowflake enables organizations to run their transformations at near-infinite scale. Its data transformation technology allows joint customers to deploy their analytics code to the Snowflake Data Cloud, drawing on best practices from the software development world such as modularity, portability, and CI/CD.
Fivetran automates data movement into the Data Cloud. Together, Fivetran and Snowflake empower data teams to focus on delivering analytics, rather than building and maintaining pipelines. Currently, thousands of leading organizations choose Snowflake and Fivetran to leverage the benefits of centralizing and accessing all data in the Data Cloud in order to deliver more impactful business insights, automated and zero-maintenance data pipelines, and stringent data security standards.
Informatica Intelligent Data Management Cloud (IDMC) is a cloud-native, AI-driven platform. It enables customers to ingest, transform, and govern data in the Snowflake Data Cloud to uncover insights and use AI & analytics. IDMC delivers end-to-end enterprise cloud data management SaaS solutions that include data integration, cataloging, governance, and master data management. These solutions support cloud data warehousing/data lakes, business intelligence, and data management use cases. Informatica’s data integration capabilities connect, transform, route, and process an organization’s mission-critical data of any type, pattern, model, complexity, or workload, across any location.
Matillion is a modern data integration platform that helps organizations realize the value of Snowflake’s Data Cloud by taking advantage of the speed, scale, performance, and economics of the public cloud. Armed with an extensive list of pre-built connectors, Matillion provides a low-code/no-code interface to accelerate the loading of data into the Data Cloud and the transformation of that data for advanced analytics. With advanced orchestration capabilities, APIs, and metadata sharing, Matillion manages the modern enterprise data stack, ensuring timely consumption of data at scale by analytic and governance tools such as ThoughtSpot, Tableau, PowerBI, Alation, and more.
Talend collects, governs, transforms, and shares the data in your instance of the Snowflake Data Cloud, and ensures data health. With Talend and Snowflake, you can assess and improve the reliability of your data to bring clarity to your business decisions, and put the right data in the hands of the people who need it.
ONES TO WATCH
Funnel helps marketers connect all of their data, clean and normalize it (while preserving the raw data), and send that data into the Snowflake Data Cloud. With Funnel, marketers’ data is automatically refreshed, mitigating challenges of data latency. It’s updated daily, and with Funnel’s direct share to Snowflake, automatically fits their model. With Funnel, marketers can collect all of their marketing data from any source and they can depend on fresh data since Funnel maintains updates from marketing sources.
Hevo Data is a data pipeline platform that enables organizations to integrate data from 150+ sources into Snowflake. The no-code experience is optimized to allow data operators to load data with zero maintenance and low latency. Features include preloaded transformations and auto-schema mapping. Hevo differentiates itself with a reverse-ETL capability that delivers operational intelligence back to business tools. This breadth of functionality focused on customer experience and agility positions Hevo Data as a provider to watch in the modern marketing data stack.
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