Stream data from PostgreSQL Batch to Firebolt
Sync your PostgreSQL Batch data with Firebolt in minutes using Estuary for real-time, no-code integration and seamless data pipelines.
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PostgreSQL Batch connector details
- Log-based CDC for high-performance, low-impact data capture
- Automatic schema evolution to handle changes in source structure without manual intervention
- Unified streaming and batch ingestion in the same pipeline
- Hybrid deployment and BYOC support for security and control
- Fault-tolerant pipelines that resume automatically from the last checkpoint
- Kafka API connectivity for direct integration into streaming ecosystems

Firebolt connector details
The Firebolt materialization connector loads data from Estuary collections into Firebolt FACT or DIMENSION tables using a secure, high-performance pipeline. It stages JSON documents in Amazon S3, then leverages Firebolt’s external table mechanism to efficiently ingest and query data.
- Optimized data delivery: Writes Flow collection updates to Firebolt via S3-backed external tables for minimal latency
- Delta-based materialization: Operates in delta updates mode, perfectly suited for Firebolt’s insert-only architecture
- Seamless integration: Automatically maps Flow schemas to Firebolt FACT or DIMENSION tables
- Secure configuration: Supports IAM-based authentication for private S3 buckets
- Scalable performance: Designed to handle large-scale analytical workloads with Firebolt engines
- Enterprise-ready: Works seamlessly in Estuary’s Private and BYOC environments for full data control
💡 Tip: Use this connector to power ultra-fast analytics by streaming real-time Flow data into Firebolt, ideal for dashboards, event logs, and time-series reporting.
How to integrate PostgreSQL Batch with Firebolt in 3 simple steps using Estuary
Connect PostgreSQL Batch as Your Real-Time Data Source
Set up a real-time source connector for PostgreSQL Batch in minutes. Estuary captures change data (CDC), events, or snapshots — no custom pipelines, agents or manual configs needed.
Configure Firebolt as Your Target
Choose Firebolt as your target system. Estuary intelligently maps schemas, supports both batch and streaming loads, and adapts to schema changes automatically.
Deploy and Monitor Your End-to-End Data Pipeline
Launch your pipeline and monitor it from a single UI. Estuary guarantees exactly-once delivery, handles backfills and replays, and scales with your data — without engineering overhead.
Estuary in action
See how to build end-to-end pipelines using no-code connectors in minutes. Estuary does the rest.
Why Estuary is the best choice for data integration
Estuary combines the most real-time, streaming change data capture (CDC), and batch connectors together into a unified modern data pipeline:

What customers are saying
Increase productivity 4x
With Estuary companies increase productivity 4x and deliver new projects in days, not months. Spend much less time on troubleshooting, and much more on building new features faster. Estuary decouples sources and destinations so you can add and change systems without impacting others, and share data across analytics, apps, and AI.
Spend 2-5x less
Estuary customers not only do 4x more. They also spend 2-5x less on ETL and ELT. Estuary's unique ability to mix and match streaming and batch loading has also helped customers save as much as 40% on data warehouse compute costs.

Your price at Estuary
Data moved
Choose the amount of data you are going to move.
GB
Choose number of sources and destinations.
Frequently Asked Questions
- Set Up Capture: In Estuary, go to Sources, click + NEW CAPTURE, and select the PostgreSQL Batch connector.
- Enter Details: Add your PostgreSQL Batch connection details and click SAVE AND PUBLISH.
- Materialize Data: Go to Destinations, choose your target system, link the PostgreSQL Batch capture, and publish.
What is PostgreSQL Batch?
How do I Transfer Data from PostgreSQL Batch?
What are the pricing options for Estuary?
Estuary offers competitive and transparent pricing, with a free tier that includes 2 connector instances and up to 10 GB of data transfer per month. Explore our pricing options to see which plan fits your data integration needs.
Getting started with Estuary
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Add advanced capabilities like schema inference and evolution with a few clicks. Or automate your data pipeline and integrate into your existing DataOps using Estuary's rich CLI.




































