Bulk Document Ingest That Routes Itself to the Right Dataset

## The problemAdmin staff across stores, operations, and finance still hand-key PDFs and paper forms into systems. The same field gets entered twice, errors creep in, and compliance has no live picture of what was processed today versus what's still in someone's inbox.## What this app doesA shared document ingest workspace any department can use. Staff select a document type, drop one file or a batch, and watch AI extract the relevant fields. They confirm or correct before write — then the record routes to the correct dataset automatically. A status dashboard shows what was uploaded, what's being extracted, what needs review, and what's failed, giving compliance an organization-wide view without chasing emails.## Key takeaways- AI field extraction replaces manual keying- Document-type routing writes to the right dataset automatically- Lifecycle states tracked from upload to completed- One workspace serves stores, operations, and finance## Who it's forNonprofit, retail, and multi-site operations teams whose admin staff still process paper or PDF forms by hand and need an organization-wide audit trail.