ETL: best apps and software

Databricks

Databricks is a unified platform for data analytics that integrates data engineering, data science, and business analytics using Apache Spark.

Jitsu

Jitsu is an open-source app that collects event data from various sources and integrates it into your data warehouse quickly and securely.

KNIME

KNIME is an open-source data analytics platform that enables users to create data workflows and machine learning models using a visual interface, without extensive coding.

Talend

Talend Data Fabric is a platform for data integration and integrity, allowing businesses to collect, process, and manage data from various sources.

Airbyte

Airbyte is an open-source data integration platform that enables seamless data transfer between various sources and destinations with pre-built connectors.

Zoho DataPrep

Zoho DataPrep is a no-code ETL tool for data preparation, enabling users to import, cleanse, and transform data from multiple sources for analysis.

Dagster

Dagster is an open-source data orchestrator for developing, executing, and monitoring data workflows, emphasizing modularity and integrations.

Ingestro

An AI-based data import tool that helps SaaS teams map, validate, clean, and load customer data from files and external sources into their systems.

Stitch

Stitch is a cloud-based platform for integrating data from various sources into data warehouses or lakes, simplifying data movement and transformation.

Hevo Data

Hevo Data is a no-code platform that automates data integration, allowing companies to centralize data from various sources for analytics and reporting.

Fivetran

Fivetran automates data integration by extracting, loading, and transforming data from various sources into cloud platforms, simplifying data management for businesses.

CloverDX

CloverDX is a data integration platform that automates and manages data workflows, supporting various formats and deployment options for organizations.

Mage AI

Mage AI is an open-source tool for building and managing data pipelines, supporting data transformation, scheduling, and real-time processing.

Informatica

Informatica is a data management platform that helps organizations integrate, govern, and maintain data quality across multi-cloud environments.

Coupler.io

Coupler.io is a no-code data integration and analytics platform for automating data flows and reporting from various sources like Google Sheets and Salesforce.

Datacoves

Datacoves is a DataOps platform for data transformation and orchestration, supporting dbt and Airflow, with tools for analytics and workflow automation.

CloudQuery

CloudQuery is a data integration framework that extracts, transforms, and loads configuration from APIs to various destinations for analysis and management.

Astronomer

Astronomer is a DataOps platform that uses Apache Airflow to create, manage, and monitor data workflows for analytics, AI, and software applications.

DLT Software

DLT Software offers integrated tools for companies to develop FinTech applications and support the Web3 ecosystem.

TimeXtender

TimeXtender automates data integration workflows, allowing users to efficiently prepare and manage business-ready data with a low-code platform.

Xplenty

Xplenty is a cloud-based data integration tool that consolidates data from various sources into a unified repository with user-friendly transformation tools.

Acho

Acho is a no-code data platform for connecting, transforming, and analyzing business data in a single location.

Integrate.io

Integrate.io is a low-code platform for data integration and ETL, enabling users to automate data workflows and prepare data for various applications.

Weld

Weld is an AI tool that integrates data from multiple business sources for analytics and data management, simplifying decision-making processes.

Skyvia

Skyvia is a cloud data platform for no-code data integration, backup, management via SQL, and data access using OData.

Centauri AI

Centauri AI is an ETL and data science platform that streamlines data processing for banks and investment firms, enhancing asset evaluation and report generation.

Prophecy

Prophecy is a low-code data integration platform that helps teams build and manage data pipelines efficiently, leveraging AI for automation.

Simetrik

Simetrik consolidates external financial data from banks and gateways into a data warehouse for reconciliation and cash flow management in Latam.

ClicData

ClicData is a cloud-based data analytics platform for data integration, management, visualization, and sharing, enabling users to analyze and report on performance metrics easily.

DBSync

DBSync integrates and synchronizes data between cloud and on-premise systems (CRM, ERP, accounting, databases), supporting bi-directional sync, automated workflows, and secure compliant deployments.

Definite

Definite simplifies data analytics and business intelligence with automated data extraction, a secure data warehouse, cleaning functions, and a user-friendly BI tool.

PeerDB Cloud

PeerDB Cloud enables fast and cost-effective replication of Postgres data to various databases and storage solutions, facilitating efficient data management and migration.

Datacoral

Datacoral is a no-code data transformation tool that simplifies data processing with 80+ connectors, enabling efficient workflows without managing infrastructure.

Ascend.io

Ascend.io is a data engineering platform for building, automating, and managing data pipelines using Python or SQL, via UI forms or code, with versioning and real-time previews.

Matillion

Matillion is a cloud-native data integration and transformation platform that builds, runs, and orchestrates ELT pipelines for cloud data warehouses, with connectors and governance.

Datawarehouse.io

Exports, syncs and migrates HubSpot data and schemas to BI tools, data warehouses, or other portals; provides scheduled exports, sandbox copies, and continuous syncing without custom API coding.

Dataddo

Dataddo is a no-code data integration platform that connects cloud apps and data sources, enabling users to streamline data flow to dashboards and warehouses.

Nexla

Nexla is a data integration platform that simplifies the process of integrating, transforming, and managing data across various applications, enhancing productivity for teams.

Selfr

Selfr is an AI platform that allows users to create automated data pipelines and live BI dashboards, reducing the need for data engineers and automating manual tasks.

Etleap

Etleap is an ETL platform that automates data integration, allowing users to extract, transform, and load data into warehouses with minimal coding and quick maintenance tasks.

Rivery

Rivery is a SaaS platform for automating data integration, providing tools for data ingestion, transformation, and orchestration using pre-built connectors.

Matia

Matia is a data operations platform that simplifies data management by integrating ingestion, reverse ETL, observability, and cataloging for efficient collaboration.

Keboola

Keboola is a cloud-based data integration platform that connects databases, automates data workflows, and supports extraction, transformation, and analysis of data.

BatchData

BatchData is a real estate data platform offering APIs to access extensive property data for lead generation and data enrichment services.

Shipyard

Shipyard is a cloud-based platform for managing data workflows, including extraction, transformation, and monitoring, with a focus on security and user-friendly design.

Yorph AI

Yorph AI connects, cleans, joins and analyzes multiple data sources via a conversational no-code interface, automating data pipelines with human oversight and security controls.

Kanerika FLIP

Kanerika FLIP is a low-code/no-code platform that automates data ingestion, transformation, validation, and pipeline management for technical and nontechnical users.

Wallabi

Wallabi is an analytics SaaS for B2B marketing and revenue teams that automates data extraction, transformation, warehousing, querying, visualization, and interpretation in a browser extension.

Estuary

Estuary is a data integration platform for real-time ETL/ELT with batch-load capabilities, supporting data transfer and transformation across various sources.

DataMorf

DataMorf is a cloud platform that automates data workflows, allowing businesses to collect, process, and activate data from multiple sources efficiently.

Lingk

Lingk is a serverless Apache Spark solution for data integration, allowing flexible, low-code ETL/ELT processing of various data sizes with an intuitive interface.

Paradime

Paradime is a platform that streamlines data operations and analytics workflows with AI tools, optimizing dbt pipelines and reducing data warehouse costs.

Prolyz

Prolyz integrates, governs, and analyzes data with real-time pipelines, reporting, forecasting, and decision analysis while keeping data local and private.

Loginom

Loginom is a low-code platform for integrating, preparing, analyzing, modeling, visualizing, and deploying data-driven workflows.

Alkera AI

AI platform for data engineering, science, and analytics that helps teams analyze data, manage pipelines, trace lineage, create documentation, and work across warehouses, BI tools, and notebooks.

Bruin

Bruin is a data platform for ingesting, transforming, and orchestrating data pipelines, with checks, lineage, and AI-assisted analytics in Slack, Teams, and the browser.

Elvity

Build explainable data pipelines using plain English to connect 100+ sources, merge, clean, deduplicate, integrate and migrate data without coding; automations are transparent and auditable.

sieve

Sieve cleans and extracts accurate financial and investment data, combining AI and human review via a simple API that integrates into existing ELT pipelines.

Brighthive

Brighthive unifies data sources, provides a conversational agent to query and automate data workflows, and offers secure, role-based hosting and visualizations.

Inzata

Inzata is a cloud-based platform for automating data processing, analysis, and visualization from multiple sources, enabling informed decision-making.