Stealth_Founder

The invoice says 50 cartons. Only 46 arrived. The paperwork still matches. Relayloom forces the missing evidence into the payment decision. Built for manufacturers and distributors, it unites the invoice, purchase order and delivery photos. It extracts the bill, counts every visible item and investigates every discrepancy against the supporting records. The owner receives the finding and the full evidence together. Matching bills clear under fixed policy, followed by an independent read-back after entry. Shortages, price differences, disputes and any bill above the owner’s limit route to review. Every step produces a signed receipt that verifies offline. Across a 30-delivery set, paperwork checks recovered 5 of 17 bad bills. Adding goods evidence recovered all 17. Document agreement alone never proves the delivery was complete. Relayloom runs on Meta open weights inside the business’s own environment. Invoice reading, goods counting and receipt verification all executed successfully with the laptop fully disconnected. These core steps operate offline and form a foundation for air-gapped deployment. Real delivery photographs exposed counting errors that paperwork missed. Those results sit alongside the successful counts. Unresolved counts move to a person. Receiving teams record what arrived. Accounts payable receives the evidence required for the payment decision. Owners review only the exceptions, already fully investigated. The browser demo uses manual photo counts. The installed workflow performs model-based counting.