Ingestion & pipelines
Batch and streaming ingestion from ERP, CRM, ticketing, warehouses, and file stores — orchestrated, versioned, and resumable.
Proven across 6+ source-system types in a single deployment — two ERPs, two CRMs, and two estimating systems — without a rip-and-replace of the underlying stack.

