Estuary

One data pipeline for your analytics, apps and agents.

Log-based CDC, SaaS, and batch unified in an event-driven ETL architecture. Set it up in minutes and trust it in production, from your first table to petabyte scale.

Postgres, MongoDB, Kafka, Salesforce and SQL Server flow into Estuary, which delivers the data to Snowflake, Postgres, Iceberg, ClickHouse and HubSpotPostgresMongoDBKafkaSalesforceSQL ServerSnowflakePostgresIcebergClickHouseHubSpotPostgres, MongoDB, Kafka, Salesforce and SQL Server flow into Estuary, which delivers the data to Snowflake, Postgres, Iceberg, ClickHouse and HubSpotPostgresMongoDBKafkaSalesforceSQL ServerSnowflakePostgresIcebergClickHouseHubSpot
Transaction latency from milliseconds to hours, paced by destination capability.

Trusted by leading data and AI companies

How it works

Every source. Every destination.
Every latency. One platform.

Your fraud checks need data in milliseconds. Your finance reports need it twice a day. Most teams run two tools that read the same data twice. Estuary reads it once, stores it in your own cloud, and delivers it to each destination at the speed it needs.

Sources

150+ connectors
  • Databases

  • SaaS applications

  • Streams and queues

  • Files and object storage

The Estuary platform

Control plane

  • Access and governanceSSO with role-based access control, encryption, data hashing, and column blocking.
  • Data quality and lineageContinuous schema evolution and enforcement, built-in tests, OpenLineage compatible.
  • Monitoring and alertingLogs, metrics, publication history, and an OpenMetrics API.
  • DataOpsCLI, API, Terraform, and version-controlled specs, validated before they ship.

Data plane

  1. Capture

    Read each source once, capturing changes down to nested fields, with minimal load.

    • Streaming
    • Batch
    • Webhooks
  2. Collections

    Schematized, durable storage in your cloud bucket. Handled automatically.

    • orders
    • customers

    readswrites back

    TransformJoin, enrich, and aggregate in flight, with millisecond latency.
  3. Materialize

    Materializations recreate the right state at the destination, every time.

    • Merge changes
    • Append-only
    • Kafka-compatible
Latency

Deployment

  • Public Cloud
  • Private Cloud
  • Bring Your Own Cloud (BYOC)

99.9%uptime

Destinations

60+ connectors
  • Warehouses and lakehouses

  • Real-time apps and APIs

  • AI and agents

  • Operational systems

    Reverse ETL
  • One capture serves every destination

    Add a warehouse, search index, and Salesforce sync from one capture.

  • Not everything needs to be real-time

    Sub-100ms for fraud checks, hourly for finance reporting, one pipeline for both.

  • Your source is read once, ever

    Estuary replays from its own durable history, without touching production.

  • No security blockers

    SOC 2 Type II, HIPAA, GDPR, and CCPA/CPRA, with the option to run in your own cloud.

  • No manual intervention

    Schema evolution propagates downstream, automatic backfills, exactly-once delivery, 99.9% uptime.

200+ connectors, plus everything
you need to build one.

Sources and destinations (Postgres, SQL Server, Snowflake, ClickHouse and 200 more), built and maintained by us. If yours isn't here, point the AI connector builder at an API spec and you'll get something you can test locally with our CLI. Or ask us to build it if you're on Enterprise.

AI and agents

Built for AI. Human or agent-driven.

Estuary is the AI data integration platform that keeps the context layer current and gives your agents a way to work with pipelines directly.

  • Agent Skills and MCP

    Agents connected to Estuary through MCP can inspect, observe, edit, and even build new pipelines.

  • Build connectors with AIBeta

    New connector builder skills can make connecting to new sources and destinations a breeze.

  • In-pipeline reasoning

    Classify, enrich, and embed records inside a derivation as data arrives, enabling in-pipeline reasoning.

    Coming soon: bring your own LLM

For AI systems like ours, freshness of data is everything. Estuary gives us sub-second latency without the complexity of maintaining streaming infrastructure ourselves. That reliability means our teams can focus on advancing AI models instead of pipelines.
YuTong (Julia) ZhangSenior Software Engineer, Together AI
Security

Deployment modes for every security need

From shared infrastructure to a dedicated data plane in your own account.

  • Most teams start here

    Public Deployment

    Our infrastructure, in the cloud and region you pick.

  • Isolation and residency

    Private Deployment

    Estuary's account, with a data plane dedicated to you and isolated from shared infrastructure.

  • You own the infra

    Bring Your Own Cloud (BYOC)

    Your cloud account, with the data plane deployed and managed by Estuary.

Pricing

Simple, usage-based pricing
that scales with you.

Priced on data moved in GB and connector instances. Predictable pricing with no seats, no minimums, and no surprise bills.

Data movedBilled per GBNo tiers, no row counts.
Connector instancesBilled per connectorThe per-connector rate drops as you add more, with volume pricing for large deployments.

Know a pipeline needs you
before it becomes a problem.

Pipeline health dashboard showing p95 latency of 84 milliseconds, throughput of 1.2 million documents per hour, 0.4 seconds of lag, zero errors in 24 hours, 12 tasks running and 1 needing attentionPipeline healthLATENCY P9584 msTHROUGHPUT1.2M docs/hrLAG0.4 sERRORS (24H)012 tasks running1 needs attentionPipeline health dashboard showing p95 latency of 84 milliseconds, throughput of 1.2 million documents per hour, 0.4 seconds of lag, zero errors in 24 hours, 12 tasks running and 1 needing attentionPipeline healthLATENCY P9584 msTHROUGHPUT1.2M docs/hrLAG0.4 sERRORS (24H)012 tasks running1 needs attention
  • Real-time monitoring

    Per-task latency, throughput, and lag, live in the web app.

  • Logs and CLI

    Detailed logs for debugging, and a full CLI for bulk edits and CI.

  • Alerts

    Email or Slack notifications when a pipeline stops moving data or fails.

  • External monitoring

    Pipeline metrics are exposed over an OpenMetrics API for external monitoring.

Customer stories

Teams love us.

Costs go down, pipelines stop breaking, and an engineer answers in about 30 minutes.

4.8/ 5 on G2
  • Cosuno

    “Estuary just works. We’ve never had an incident, and it cut our data movement costs in half.”
    Maximilian SeifertCTO, Cosuno
    Read story
  • Headset

    “Estuary has been a game-changer for Headset’s data infrastructure. Compared to our previous solutions, it has dramatically improved reliability while reducing our overall costs significantly.”
    Scott VickersCTO, Headset
    Read story
  • Together AI

    “In a week, I was able to instrument my services, get data into the warehouse, and start using it. I don't think that would have been possible without Estuary.”
    YuTong (Julia) ZhangSenior Software Engineer, Together AI
    Read story
  • Xometry

    “Estuary has been a pleasure to work with and has significantly modernized our data infrastructure, delivering real-time and scalable processes that will significantly impact company-wide operations. Every data-driven organization should be looking at Estuary today.”
    Andrew WoelfelSenior Manager, Data Engineering and Analytics, Xometry
    Read story
  • Resend

    “Estuary transformed how we operationalize our data for fraud, security, support, and beyond. Instead of unreliable, expensive backfills, we have real-time visibility into platform activity. The proactive support and hands-on approach make all the difference.”
    Jonni LundyCOO, Resend
    Read story
  • Glossier

    “Estuary enabled us to finally implement our ERP’s new data endpoint with all our inventory transactions, purchasing, and shipping data. We can now unlock data blocked by cost before, and sync times are much faster and are always being improved by the Estuary team.”
    Brandon BesashDirector, Business Intelligence, Glossier
    Read story
  • Shippit

    “We didn’t want to be locked into a system where faster syncs meant higher bills. Estuary gives us real-time pipelines without pricing games or the burden of running Kafka ourselves.”
    Keat Min WooStaff Data Platform Engineer, Shippit
    Read story
  • Livble

    “We needed something self-serve, fast, and reliable, and Estuary delivered exactly that. It’s a huge unlock for our operations, reporting, and machine learning.”
    Uri VinetzDirector of Data, Livble
    Read story
  • Recart

    “Estuary became our real-time data backbone without the cost or complexity of traditional solutions. We replaced a fragile, high-maintenance pipeline with a managed system that just works and scales.”
    Istvan KovacsCTO, Recart
    Read story
  • Coalesce

    “Estuary is the only system we’ve found that can seamlessly replicate large scale Firestore data for analytics. After months of research and trying everything, we can confidently say that Estuary is the only company that can help us get easy, accurate analytics on our data within Snowflake when replicating from Firestore data.”
  • Flashpack

    “We're a big fan of Estuary's real-time, no code model. It's magic that we're getting real time data without much effort and we don't have to spend time thinking about broken pipelines. We've also experienced fantastic support by Estuary.”

Start with one source.

Set up your first pipeline in minutes, free and with no commitment. You'll see the difference in latency and cost.

No credit card required · 30-day free trial