AI ETL / ELT

AI ETL pipeline direction for source data workflows

The live launch focus is crawler-first. The ETL/ELT direction is intentionally scoped as a production roadmap: connectors, transformations, repeatability, observability, and governance before active checkout positioning.

Current posture
ETL/ELT production requirements
Coming soon

Prepare sources before they reach AI

The ETL/ELT direction focuses on turning messy web pages, documents, and internal sources into repeatable, structured preparation flows.

  • Source intake
  • Cleaning
  • Chunking
  • Index preparation
Discuss roadmap
Coming soon

Production-grade before active selling

ETL/ELT needs connector maturity, durable jobs, retries, audit logs, and clear pricing before it becomes an active public checkout product.

  • Connector strategy
  • Job observability
  • Failure handling
  • Pricing separation
Discuss roadmap
Coming soon

Crawler now, pipeline next

The crawler gives teams a practical first step for collecting clean source material while the broader ETL/ELT surface continues toward production readiness.

  • Search
  • Scrape
  • Crawl
  • Export
Discuss roadmap
Scope guardrails

Not active checkout

ETL/ELT is not presented as an active paid plan until the full product path is production-ready.

Connector maturity

Production ETL needs durable connector behavior, retries, logs, scheduling, and governance.

Metered costs

Parsing, extraction, embeddings, and transformations should be priced separately from crawling.

Crawler-first revenue

The current public purchase path remains focused on Search + Web Crawler.

ETL/ELT stays roadmap-only for now.The page can describe direction, but public product links and pricing should continue to steer to crawler-first workflows.