Buyers Guides for DataOps
2025 Software Provider and Product Assessment
The ISG Buyers Guide for DataOps is the distillation of continuous market and product research. It is an assessment of how well software providers’ offerings address enterprises’ requirements for DataOps software. The Value Index methodology is structured to support a request for information (RFI) for a request for proposal (RFP) process by incorporating all criteria needed to evaluate, select, utilize and maintain relationships with software providers. The ISG Buyers Guide evaluates customer experience and the product experience in its capability and platform.
The Buyers Guide for DataOps evaluate providers across three software categories with unique research for each focus area to help enterprises assess and select software providers. The DataOps Buyers Guide report includes three software categories with specific ratings, rankings and analysis for overall data operations, data orchestration and data pipelines.
- The DataOps Buyers Guide evaluates 14 software providers and products to address data pipeline development, testing and deployment, data pipeline orchestration, data pipeline observability and data products. The guide assesses the following providers: Alteryx, AWS, Databricks, DataOps.live, IBM, Informatica, K2view, Microsoft, Palantir, Pentaho, Qlik, SAP, Snowflake and Tencent Cloud.
- The Data Orchestration Buyers Guide evaluates 26 software providers and products in key areas, including data pipeline management, workflow management and pipeline deployment. The guide assesses the following providers: Alteryx, Astronomer, AWS, BMC, Boomi, Cloudera, Databricks, DataKitchen, DataOps.live, dbt Labs, Gathr, Google Cloud, IBM, Informatica, K2View, Matillion, Microsoft, Palantir, Qlik, Saagie, SAP, Snowflake, Stonebranch, Tencent Cloud, Workato and Zoho.
- The Data Pipelines Buyers Guide evaluates 26 software providers and products in key areas, including data pipeline development, data pipeline testing, and data pipeline deployment. The guide assesses the following providers: Airbyte, Alteryx, Astronomer, AWS, BMC, Boomi, Databricks, DataKitchen, DataOps.live, dbt Labs, Fivetran, Gathr, Google Cloud, IBM, Informatica, K2view, Kleene, Matillion, Microsoft, Palantir, Qlik, SAP, Snowflake, Tencent Cloud, Workato and Zoho.
- The Data Orchestration Buyers Guide evaluates 26 software providers and products in key areas, including data pipeline management, workflow management and pipeline deployment. The guide assesses the following providers: Alteryx, Astronomer, AWS, BMC, Boomi, Cloudera, Databricks, DataKitchen, DataOps.live, dbt Labs, Gathr, Google Cloud, IBM, Informatica, K2View, Matillion, Microsoft, Palantir, Qlik, Saagie, SAP, Snowflake, Stonebranch, Tencent Cloud, Workato and Zoho.
- The Data Observability Buyers Guide evaluates 21 software providers and products in key areas, including the detection, resolution and prevention of data reliability issues. The guide assesses the following providers: Acceldata, Actian, Anomalo, Astronomer, Ataccama, Bigeye, Collibra, Datadog, DataKitchen, DataOps.live, Hitachi Vantara, IBM, Informatica, Monte Carlo, Precisely, Qlik, RightData, Sifflet, Snowflake, Tencent Cloud and Y42.
- The Data Products Buyers Guide evaluates 26 software providers and products in key areas, including the development, classification, consumption, discovery and management of data products. The guide assesses the following providers: Actian, Alation, Alteryx, Astronomer, Ataccama, Atlan, Collibra, Confluent, Databricks, DataGalaxy, DataOps.live, Denodo, Domo, Dremio, Google Cloud, Harbr Data, IBM, Informatica, K2view, Microsoft, One Data, Palantir, Qlik, SAP, Snowflake and Starburst.
To view the executive summaries of the research, please select the report below.
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