ETL

If you're running Pentaho today, 2026 is the year to complete that migration. Pentaho 9.3 reaches End of Support on July 1, 2026, with no more security patches, no official...

If your data team has outgrown Tray.io due to usage-based billing that escalates, limited native transformation tooling, or CDC replication capabilities that a general iPaaS wasn't designed to provide, you've...

If you're planning a move away from Celigo, you're likely running into one of three friction points: Celigo pricing that scales unpredictably as your integration count grows, a need for...

Since mid-2024, Microsoft has shifted primary development to Fabric Data Factory. New features ship exclusively to Fabric, not ADF. Meanwhile, ADF's consumption billing charges for failed pipeline runs, and forecasting...

Migrating from AWS Glue to Integrate.io is a structured process that replaces AWS Glue's pay-per-DPU billing and PySpark requirements with an Operational ETL platform featuring 150+ connectors, 220+ visual transformations,...

If you're still running SSIS in 2026, you've likely been managing a stream of deprecation notices instead of building new pipelines. The Oracle connector reached end of support in July...

Integrate.io is a SnapLogic replacement for mid-market ops and data teams that need predictable pricing, built-in transformations, and white-glove migration support without a separate dbt layer or consumption-based billing surprises....

A practical approach to migrate from Workato to Integrate.io is a five-step process: audit recipes, map connectors, export data, rebuild pipelines, then validate and go live. Most mid-market teams complete...

The recommended approach to migrate from Boomi to Integrate.io in 2026 is to inventory every Boomi process, rebuild Operational ETL workflows first, run both platforms in parallel, and cut over...