State of Play: Data Integration and ETL
An annual review of the Data Integration and ETL market, with answers from the vendors in it.
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Buyer Guide
Data Integration & ETL/ELT
Job 02
Govern the AI already in use
Staff already use AI tools nobody approved, and most SaaS products now ship AI features by default.
Job 05
Modernize the estate
AI agents need clean data and systems they can call, and old systems block both.
State of Play 2026: AI Agent Orchestration