engineering · 1 min read
File Processing Workflows: From Inbox to Indexed Knowledge
Files arrive in inboxes, drives and S3 buckets. Bhogar AI workflows ingest, parse, classify and route them - turning chaos into searchable knowledge.
BABhogar AI TeamProduct & Engineering
Files keep arriving - invoices in email, PDFs in shared drives, contracts in DocuSign. The win is turning the inbound chaos into structured, searchable, actionable knowledge automatically.
Why it matters
Naive ingestion misses metadata, fails on scanned docs and loses track of duplicates. Production file workflows need OCR, classification, deduplication and routing baked in.
How Bhogar AI approaches it
Bhogar AI ships file-processing workflow templates with OCR fallback, type-aware extraction, duplicate detection and configurable routing into Knowledge Bases, ticket systems or downstream workflows.
- OCR fallback for scanned documents
- Type-aware extraction (invoices, contracts, forms, statements)
- Duplicate detection by content hash and embedding
- Routing rules per file class
- KB ingestion with version tracking
What you get
Operations teams replace manual triage of thousands of inbound files per week with workflows that route 90%+ correctly on the first try.