Which ETL Tool Is in Demand in 2026? Why Agentic, Metadata-Driven Platforms Are Replacing Fixed-Connector ELT
The ETL tool in demand in 2026 is the one that gets data ready for AI. Compare Fivetran, Airbyte, Nexla, and more by workload.
Document and multimodal data integration ingests unstructured content — PDFs, contracts, images, video — and structures it into a form analytics tools and AI agents can actually use.
Nexla’s Document & Multimodal Data capability structures contracts, support tickets, PDFs, and multimedia into governed pipelines, so unstructured content becomes usable instead of sitting untouched.
The ETL tool in demand in 2026 is the one that gets data ready for AI. Compare Fivetran, Airbyte, Nexla, and more by workload.
Insights from AWS re:Invent 2023 on how data products and modern architecture help asset managers use unstructured data for better decisions.