Solutions

Built for the work you actually do.

ETL and real-time CDC. Files, message queues, and IoT. Native loading into Snowflake, Databricks, Redshift, BigQuery, and Azure Synapse or Fabric. The AI agent, on-premise deployment, healthcare data, APIs, and EDI.

ETL, ELT, reverse ETL

Move data in any direction. Visual transforms or full code, batch or streaming. Same engine for ETL into the warehouse, ELT with pushdown, or Reverse ETL back to SaaS.

See data movement patterns

Real-time CDC

Log-based change data capture for MySQL, Postgres, SQL Server, Oracle, MongoDB, DB2, and IBM i. Sub-second latency. No Kafka required.

See how CDC works

Working with files

Twenty-one formats, every one both a source and a destination. Match by wildcard, map nested structures by dragging, and copy, move, zip, or delete files as flows of their own. Fourteen storage systems, from S3 to an SMB share.

See file patterns

Streaming & message queues

Kafka, Azure Event Hubs, Google Pub/Sub, Amazon Kinesis, SQS, RabbitMQ, ActiveMQ. Publish to a topic, stream continuously into a warehouse with visible lag, or send database changes straight to the queue.

See streaming patterns

IoT & MQTT

Subscribe to an MQTT broker with wildcard topics, the QoS you choose, and certificate auth. Decode Base64 and Sparkplug B payloads, reshape them in flight, and land telemetry in a warehouse or a second broker.

See IoT patterns

Snowflake ETL

ETL, ELT, real-time CDC, and Reverse ETL, into and out of Snowflake. Predictable monthly pricing instead of per-row consumption.

Explore Snowflake patterns

AI data integration

A real agent inside the product, AI features in every workflow, and an API your own AI stack can call.

Meet the agent

On-premise & hybrid

Full on-prem installers across Windows, Linux, Docker, Kubernetes. Or hybrid agents behind your firewall, managed from SaaS.

See deployment models

Healthcare data integration

HL7 v2.x, FHIR R4/R5, and X12 EDI, all first class. SOC 2 Type II audited. BAA available, not gated. On-prem when PHI can't leave.

Read the receipts

API integration

Consume any API: REST, SOAP, GraphQL, OData. Publish your own. Handle webhooks both directions. Pagination, auth, retries, and rate limits are settings rather than code.

See how APIs work here

EDI integration

X12 and EDIFACT, parsed and generated on the same engine as your ETL, CDC, and APIs. Map EDI to any database, warehouse, or API. Exchange over SFTP, FTP, cloud, or HTTP.

See EDI patterns

Databricks data integration

ETL, ELT with pushdown, real-time CDC, and Reverse ETL, into and out of Databricks. Delta Lake and Unity Catalog native. Predictable per-tier pricing.

Explore Databricks patterns

Amazon Redshift ETL

ETL, ELT, real-time CDC, and Reverse ETL, into and out of Amazon Redshift. COPY from S3, MERGE-based CDC. Predictable per-tier pricing.

Explore Redshift patterns

Google BigQuery ETL

ETL, ELT, real-time CDC, and Reverse ETL, into and out of BigQuery. GCS load jobs, MERGE-based CDC, partitioning & clustering. Predictable per-tier pricing.

Explore BigQuery patterns

Azure Synapse & Fabric

ETL, ELT, real-time CDC, and Reverse ETL, into and out of Azure Synapse and Microsoft Fabric. COPY INTO from ADLS, MERGE-based CDC. Predictable per-tier pricing.

Explore Synapse & Fabric patterns

Don't see your use case?

Most workloads are somewhere on this list, just not by name.

Check if a connector exists for your sources, or talk to us about a specific integration. There are thousands of different flows running on Etlworks in production.

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