Alternatives to Dataform

Coalesce Catalog

It is intended for data engineers and analysts, while Coalesce says it is designed for organization-wide use without training.

EasyMorph is aimed at non-technical users such as finance analysts and marketing managers, as well as data engineers.

dbt Semantic Layer

The Semantic Layer suits data teams that need governed metrics for analytics, embedded applications or AI use cases.

CloverDX

CloverDX suits ETL developers, data engineers, architects, IT leaders, and business analysts working with production data pipelines.

Soda

Soda is aimed at data engineers, data producers and consumers, governance teams, and platform teams.

WebCenter Content is intended for organizations managing documents and records across business processes.

Great Expectations

GX suits data teams that need to define and run validation checks, with interfaces and documentation for both technical and nontechnical stakeholders.

KNIME Analytics Platform

The desktop platform suits people who want to build data workflows visually, including those who need to combine visual steps with Python, R, or JavaScript.

Keboola

Keboola suits teams building data pipelines for analytics and integrations, including those needing connectors, transformations, governance, or cloud deployment choices.

Ataccama ONE

Ataccama ONE suits organizations governing data across mixed systems and deployment locations.

Zoho DataPrep

It suits analysts, business users, engineers, and data scientists who need to prepare data and automate pipelines.

Matillion Data Productivity Cloud

Developer is intended for individuals, Teams for scaling businesses, and Scale for large organizations.

Tamr

Tamr suits mid-sized organizations and large enterprises in financial services, healthcare, manufacturing, retail, and technology that need governed master data.