Logistics · BOL & POD verificationDOCUMENT INTAKE

BOL & POD verification software for freight operators.

Bill-of-lading and proof-of-delivery capture, extraction, and reconciliation. Built for freight brokerages, asset-based carriers, and industrial receiving operations that need structured BOL data flowing from the field into dispatch, accounting, and the customer’s system of record. Same React Native stack and document-extraction pipeline we ship for LoadQuest and industrial coatings clients.

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FOCUS
BOL & POD
Capture · verify · reconcile
INTAKE
Email · scan · app
EDI 210, attachments, driver photos
PIPELINE
OCR + LLM verify
Field-level confidence scoring
SETTLES TO
QuickBooks · Xero
Factoring-aware (Triumph, RTS)
01. The operational gap

The gap between freight delivered and freight paid.

Most BOL workflows still run on paper, scanned PDFs, and email. The driver hands a BOL to the receiver, the receiver signs it, the driver photographs it, the photo lives in a camera roll until the driver gets back to the yard, the BOL gets emailed to the office, someone types the key fields into the dispatch board, and the invoice goes out two days later. The gap between freight delivered and freight paid is where margin disappears.

The discrepancies show up at the worst possible moment. A weight mismatch on a flatbed load gets caught by the customer’s AP team a week after invoice, and now there’s a chargeback dispute that ties up a controller for two hours and a dispatcher for one. Multiply by 80 loads a day across three agents and the cost of doing BOLs by hand is bigger than the cost of the software that would do them automatically.

The fix isn’t a faster scanner. It’s a pipeline that captures the BOL in any format it arrives in, extracts the fields that actually matter, cross-references them against the load record before the invoice goes out, and flags the exceptions for a human to triage in seconds rather than hours.

A BOL that sits in an inbox for 36 hours costs more than a BOL that’s wrong. Both are fixable with the same pipeline.

02. What we build

Four capabilities. One pipeline.

Each capability ships as part of the same pipeline. You can adopt the whole stack or just the piece that’s costing you most right now and add the rest later.

01 · CAPTURE

Document capture

BOLs and PODs arrive however they arrive. Email attachments, scanned uploads, driver app photos, EDI 210 receipts. The capture layer accepts every channel and queues the document for the next stage.

Email ingestScan uploadDriver appEDI 210
02 · EXTRACT

Extraction & verification

OCR plus an LLM verifier pulls structured fields off the document — shipper, consignee, pieces, weight, commodity, NMFC class, lane, signatures, timestamps. Field-level confidence scores route anything ambiguous to a human-in-the-loop step before it lands in dispatch.

OCRLLM verifyConfidence scoringHITL queue
03 · RECONCILE

Reconciliation & settlement

The verified BOL matches against its load record. Weight, piece count, lane, commodity, and signed times get compared to the rate confirmation. Anything that disagrees lands in an exception queue. Clean BOLs post invoice and carrier bill into QuickBooks or Xero with class mapping intact.

Load matchingVariance flagsQuickBooksXero
04 · SURFACE

Customer & carrier portals

Shippers, receivers, and carriers self-serve POD lookups, signed-delivery PDFs, and audit trail. Reduces inbound “where’s my POD” email and pre-empts disputes. SSO-ready for enterprise shippers.

Customer portalCarrier portalSSOAudit log

Already running BOL workflows on email and spreadsheets?

The 14-day audit maps your current BOL pipeline end-to-end and produces a fixed-scope plan with the integrations, the field mapping, and a real estimate.

03. Integrations

The systems we connect on the BOL side.

BOL workflows touch four system boundaries: where the document comes in, where the money goes out, where the carrier gets paid, and where the customer looks. We build against the public API on each side.

Document sources
Email (IMAP/Exchange/Gmail), driver app capture (iOS & Android), scanner upload, EDI 210 (motor carrier load receipt), shipper portal uploads, third-party document services.
Accounting & settlement
QuickBooks Online, QuickBooks Desktop, Xero. Class & customer-job mapping at load level, not at invoice time. Carrier bills posted on settlement.
Factoring
Triumph, RTS, OTR Capital. Invoice + signed BOL packet submitted as a single record. Reduces the documentation back-and-forth that delays funding.
Customer / carrier portals
Custom-built portals with SSO (Okta, Azure AD, SAML). POD lookup, audit trail, dispute initiation. Read-only by default; write-enabled where the customer needs it.
04. Proof

Two builds we’ve shipped on this exact pipeline.

The BOL/POD pipeline shows up in two different shapes — freight brokerage, where it’s a settlement engine, and industrial receiving, where it’s a compliance and quality artifact. Same engineering, different surface.

The same pipeline runs in a different shape for an Apache Junction industrial steel finishing operation. Inbound BOLs land at the receiving dock, and the captured document becomes the source of truth for the quality-control workflow that follows.Discrepancies between the BOL and the physical receipt drive the QC team’s reconciliation workflow before any production runs against the inbound material. Different industry, same engineering pattern, same code shape.

Years in production
4+
Continuous operation of the BOL pipeline across LoadQuest, Buffalo, and Floex.
Channels supported
4/4
Email, driver app, scanner upload, EDI 210 — same pipeline, all sources.
Industries served
2+
Freight brokerage and industrial receiving. Same pipeline, different surfaces.
Freight operations — the field side of the BOL pipelineFIELD INTAKE

Want to see the BOL extraction pipeline on a live document?

The 30-minute call walks through the pipeline on a real BOL — capture, extraction, variance check, posting — against the load record. Bring a sample BOL or use ours.

05. Where this fits in our engagement model

Three modes. Pick where you are.

— DIAGNOSE

The 14-day audit

Fixed fee· 14 days

We map your current BOL workflow end-to-end. Where documents come in, who touches them, where the breakdowns happen. Output: a written 90-day plan with field mapping, integration scope, and a real estimate. More on the audit →

— BUILD

The build engagement

Scoped quote· 8–14 weeks

Capture pipeline, extraction layer, exception UI, reconciliation, accounting integration, optional portal. Tested against your actual BOL samples and your accounting tenant before going live.

— EMBED

The retainer

Capped hours· Monthly

New customers, new shipper formats, new edge cases. We retain a fractional engineering presence to keep the pipeline accurate as the document landscape evolves. Capped hours, monthly billing.

06. Frequently asked

Procurement-stage questions we get on BOL/POD.

How does BOL extraction handle handwritten BOLs vs. typed?

Differently, on purpose. Typed BOLs (most commercial shippers) go through structured OCR plus an LLM verifier that cross-references the line items against the load record in dispatch. Handwritten BOLs (still common in industrial receiving and short-haul) go through a model trained on freight handwriting plus a human-in-the-loop step for any field where confidence drops below threshold. The reconciliation logic doesn't care which path produced the data — once a field is verified, it's verified.

Can the system flag BOL discrepancies before they hit the invoice?

Yes — that's the whole point. The pipeline compares BOL-captured weight, piece count, lane, and commodity to the rate confirmation and the dispatch record. Any field that disagrees beyond a configured tolerance lands in an exception queue with the source image, the extracted value, and the dispatch value side by side. The accounts-receivable team triages from there. Discrepancies caught pre-invoice are 10× cheaper to resolve than chargebacks after billing.

Does it work with paper BOLs photographed in the driver app?

Yes. The driver app captures the BOL with the camera on signature. EXIF and GPS are preserved on the image. The image uploads when the driver is back on signal, runs through the same extraction pipeline as scanned and emailed BOLs, and the structured fields land on the load record in dispatch within seconds. The driver doesn't have to type anything beyond confirming pickup and drop times.

How does it integrate with QuickBooks for settlement?

Once a BOL is verified and matched to its load, the system can push the customer invoice and the carrier bill into QuickBooks (Online or Desktop) using the existing dispatch-to-accounting integration we ship for LoadQuest and Buffalo Transportation. Class and customer-job mapping is handled at the load level, not invented at invoice time. Xero is supported on the same pipeline for operators on Xero.

Can the customer self-serve POD lookup?

Yes. We ship a customer portal as an optional surface on every BOL/POD build — shippers, receivers, and 3PL customers can look up any load they're authorized for, see the signed POD with timestamps, and download a PDF. The portal is read-only by default; some customers add a dispute-initiation flow if they handle high enough volume to need it. Authentication is SSO-ready for enterprise shippers.

08. Begin
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