~10 hours saved weekly
Lower entry error rate
Faster PO cycle time
Reported outcomes from this engagement; not projected results for a new pilot.- Item
- Seal kit
- Quantity
- 24
- Unit price
- $18.50
Customer and catalog matched
Awaiting your approvalResults
After rollout, the operation delivered:
- ~10 hours saved per week by removing manual PDF parsing and ERP data entry from the daily grind.
- Less correction work through validation before ERP updates. The approximately ten-hour weekly saving covers document entry; broader dollar savings are not estimated here.
- Faster purchase-order and inventory cycles as documents moved from email to ERP without waiting on a backlog.
- Fewer entry errors with validation and exception handling before writeback.
- A repeatable pattern: the same approach powers OpQuest and the custom email/PDF automation tools we build for other clients.
The Challenge
A mid-size operations team received a constant stream of business-critical communications as PDFs attached to email—purchase orders, inventory updates, shipping notices, and vendor confirmations. Getting that information into the ERP was slow and fragile:
- Manual PDF parsing: Staff opened each attachment, read line items, and keyed fields into the ERP by hand.
- Hours lost every week: Document entry alone consumed roughly ten hours of employee time weekly—time that never made it into higher-value work.
- Error-prone handoffs: Typos, missed lines, and version mix-ups created downstream inventory and order issues.
- Slow cycle times: Purchase orders and inventory updates sat in inboxes until someone had time to process them.
- No audit trail: When a number looked wrong, tracing which email and PDF it came from took more manual digging.
What We Built
Our document-workflow experience also informed OpQuest, our workflow application. This engagement demonstrates the related email-to-ERP pattern; the Grok Bot offer adds its own scope and approval requirements. We automated the path from inbox to system of record:
- Inbox monitoring: Watched designated mailboxes for inbound messages with PDF attachments (POs, inventory updates, and related documents).
- Document extraction: Parsed structured fields and line items from each PDF instead of relying on manual re-keying.
- Validation rules: Checked vendors, quantities, SKUs, and totals against known masters before anything hit the ERP.
- ERP writeback: Posted clean records through APIs so purchase orders and inventory updates landed where operations already worked.
- Exception queue: Routed ambiguous or low-confidence documents to a human review queue instead of blocking the whole pipeline.
- Audit logging: Tied every ERP update back to the source email and PDF for traceability.


