Identify and capture only the changes made to source data, replicate those changes to target systems in real-time.
Identify and capture changes to source data, replicating these changes to target systems in real-time, ensuring up-to-date data across systems and enhancing synchronization.
We’ve listed the products and solutions that commonly address the Change Data Capture use case below.
Denodo offers a data virtualization and data integration platform.
Talend offers a unified suite of apps to collect, govern, transform, and share data.
Palantir Foundry is a platform that removes the barriers between back-end data management and front-end data analysis.
Pentaho is a comprehensive platform for data integration and business analytics.
Qlik is a data integration and data analytics platform.
AWS Glue is a managed ETL service from Amazon that organizes, cleans, and loads data from various sources.
Google Cloud Data Fusion is a fully managed data integration platform enabling data ingestion, ETL, and real-time capabilities.
Hevo is a zero-maintenance data pipeline platform automating data sync from various sources to warehouses, simplifying analytics for data teams.
Meltano is an open-source platform for orchestrating ELT pipelines, enabling data teams to fetch, send, and transform data effortlessly.
Fivetran is a fully-managed, zero-maintenance cloud-based data pipeline.
Informatica offers a cloud-based data integration solution providing automated capabilities for ETL, ELT and replication.
Azure Data Factory is a data integration service that helps in constructing ETL/ELT processes.
SnapLogic is an intelligent integration platform with a visual interface for integrating apps and data.
Matillion is a cloud-native platform for data integration, transformation, and quality.
StreamSets by Software AG is an end-to-end data integration platform designed for dataOps.
Customize these feature priorities in Taloflow and get expert ratings for 15 different vendors and solutions, including None.
| Feature | Dimensions | Description | Priority |
|---|---|---|---|
| Audit Trails |
|
Provides audit trails to track changes made to data during the integration process. | Critical |
| Change Data Capture (CDC) |
|
Support is available for capturing only the changes made to the source data, reducing the amount of data that needs to be transferred. | Critical |
| Event-driven |
|
Ability to execute data flows based on a relevant event. | Critical |
| Real-time Data Delivery |
|
Ability to deliver near-real time data required for analysis. | Critical |
| Streaming Data Delivery |
|
Ability to deliver streaming-oriented data movement or stream analysis. | Critical |
| Data Encryption |
|
Protects data confidentiality by converting it to encoded form. | Important |
| Key-based Data Replication |
|
Support is available for replicating data between two systems based on a defined set of keys or fields that uniquely identify each record or row in the source system. | Important |
| Log-based Data Replication |
|
Support is available for data replication between source and target databases by reading transaction logs. | Important |
| Role Based Access Control (RBAC) |
|
Authorizes and restricts access to specific functions based on the user's role within the organization. | Important |
| Transport Layer Security (TLS) |
|
Enables transport layer security for secure server communication. | Important |
| Multi Factor Authentication (MFA) |
|
Supports customers by adding an extra security step to the authentication process. | Nice To Have |
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