Estuary
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REAL-TIME ETL & CDC

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Continously ingest and deliver both streaming and batch change data from 100s of sources using Estuary's custom no-code connectors.

  • <100ms Data pipelines
  • 100+ Connectors
  • 2-5x less than batch ELT
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01. Select a source02. Transform in-flight03. Deliver to Firebolt
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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.

For more details about the Firebolt connector, check out the documentation page.

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HIGH THROUGHPUT

Distributed event-driven architecture enable boundless scaling with exactly-once semantics.

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DURABLE REPLICATION

Cloud storage backed CDC w/ heart beats ensures reliability, even if your destination is down.

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REAL-TIME INGESTION

Capture and relay every insert, update, and delete in milliseconds.

Real-timehigh throughput

Point a connector and replicate changes to Firebolt in <100ms. Leverage high-availability, high-throughput Change Data Capture.Or choose from 100s of batch and real-time connectors to move and transform data using ELT and ETL.

  • Ensure your Firebolt insights always reflect the latest data by connecting your databases to Firebolt with change data capture.
  • Or connect critical SaaS apps to Firebolt with real-time data pipelines.
Details

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Pipelines as fast as Kafka, easy as managed ELT/ETL, cheaper than building it.

Feature Comparison

EstuaryBatch ELT/ETLDIY PythonKAFKA
Price$$$-$$$$$-$$$$$-$$$$
Speed<100ms5min+Varies<100ms
EaseAnalysts can manageAnalysts can manageData EngineerSenior Data Engineer
Scale
Detailed Comparison

Deliver real-time and batch data from DBs, SaaS, APIs, and more

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