RECONCILER AI

Vendor invoice reconciliation for freight forwarders

Your customers audit you.Who audits your carriers?

Reconciler AI matches every carrier, co-loader, trucker and agent invoice against your job files — line by line, before payment. Variances get flagged with evidence, disputes get drafted, credit notes get chased, and costs that arrive late get re-billed instead of absorbed.

LINE-LEVEL MATCH · GST/VAT CAPTURE · AGENT SOA NETTING · AP→AR LEAK FLAG

RECONCILER · MATCH ENGINEQUEUE: 38 INVOICES
OCEANLINE INV-77021 · $2,412.00
PDF via email · ⚙ matched to JO-08155 · NSA → JEA · 20’GP
JOB FOUND
INVOICE LINEBILLEDJOB SAYSVERDICT
Ocean freight
THC · destination
Documentation fee
Detention · 14 days
GST · 18% w/ ITC
⚙ VARIANCE · D&D · EVIDENCE PULLED

⚙ tracking desk history: customs exam hold days 3–12 · not consignee delay · free time 4 days · defensible: 10 of 14 days

⚙ AP→AR LEAK FLAG

amendment fee $45 arrived AFTER customer invoice on JO-08155 → routed for re-billing · not absorbed

DISPUTE APPROVED · SANJANA · HUMAN CALL

$430 of detention disputed w/ exam-hold evidence · clean lines cleared for payment · credit note tracked

POSTED TO ACCOUNTING
$1,982 payable · job costs updated · accrual closed✓ 41s
THIS MORNING · UNPROMPTED
  • ⚙ 31 invoices matched clean · posted
  • ⚙ 2 duplicates caught across carrier + co-loader SOA
  • ⚙ 1 credit note chased (day 12) · landed ✓
  • ⚙ agent SOA (EUR) netted: 9 jobs → 1 wire
INGEST · MATCH · FLAG · DISPUTE · POSTmatching line by line…

01 · THE QUIET SIDE OF THE LEDGER

The receivable side has a whole industry. The payable side has a spreadsheet.

“Freight audit” means firms auditing your invoices for your customers. Nobody built that discipline for what carriers, co-loaders and overseas agents bill you— so it lives in month-end spreadsheets, checked when there’s time, paid when there isn’t.

On forwarder margins, the errors you don’t catch are not rounding noise. They are the difference between the margin you quoted and the margin you kept.

$12.88
Cost to process one invoice
vs $2.78 best-in-class (Ardent Partners)
3–8%
Invoices with billing errors
industry estimates; some vendors claim 20%+
$15.4B
D&D charged by 9 carriers
Apr 2020–Mar 2025 (FMC — primary source)
~22%
Of billed D&D never collected
waived or disputed — disputing works (FMC data)

FROM THE PRODUCT · THE RECOVERY REGISTER · JULY

The month-end nobody argues with. Every rupee has a receipt.

What the desk clawed back this month: variances become disputes, disputes become credit notes, and late costs get re-billed while the job is still warm.

RECONCILER · RECOVERY REGISTERJULY · 412 INVOICES
412 INVOICES MATCHED · 36 EXCEPTIONS WORKED · FOUR FROM THE REGISTER
VENDOR · INVOICEREASONAMOUNTEVIDENCESTATE
OceanlineINV-77021 · JO-08155D&D$430tracking events d3–12credit note landed d12 ✓
⚙ exam hold days 3–12 from tracking desk · 10 of 14 days defensible
Marigold HaulageINV-2287 · JO-08149GST$212GSTIN check · ITCdispute sent · d3
⚙ GSTIN invalid → ITC at risk · vendor asked to reissue
Bluewave LinesBWL-5521 · JO-08131RATE$70quote-desk rate QT-3318won · awaiting credit d6
⚙ billed $1,310 · job file says $1,240 · rate source attached
SeaBridge ConsolSOA · JUL · ln 14DUP$385twin: INV-77034caught pre-payment ✓
⚙ twin found on co-loader SOA · same THC billed twice
CAUGHT PRE-PAYMENT
$4,110
CREDITS LANDED
$1,890
AP→AR RE-BILLED
$485
WRITE-OFFS
$0
THIS MONTH · UNPROMPTED
  • ⚙ 376 clean invoices posted untouched
  • ⚙ 2 duplicates caught cross-document
  • ⚙ agent SOA netted EUR/USD · 9 jobs → 1 wire
⚙ FLAGGED · NOT WORTH THE FIGHT

One dispute not recommended: $38 rate variance on Crestway Roadways CRW-9083 — below the cost of the evidence. The desk says pay it, and puts it on the record: third small over-bill from this vendor this quarter.

SANJANA APPROVED · HUMAN GATE
3 DISPUTES OUT ✓

July’s dispute batch released with evidence attached — the exam-hold history, the rate source, the GST reissue ask · each credit note now tracked until it lands

MATCH → FLAG → DISPUTE → CREDIT → POSTa won dispute without a credit note is just a nice conversation

02 · WHAT THE ENGINE CATCHES

Four ways an invoice lies to you.

Every line on every vendor invoice meets the job file that authorised it — the buy rate, the accrual, the shipment evidence. When they disagree, the desk names the reason and brings the proof.

MATCHED IN SECONDS · FLAGGED WITH EVIDENCE · DISPUTED WITH A DRAFT

RATE

Buy-rate variance

The invoice line doesn't match the rate on your job file — the quote said $1,240, the invoice says $1,310. The desk shows both numbers, the source of each, and the difference before anyone pays it.

DUP

Duplicate charge

The same THC billed on the carrier invoice and again on the co-loader's SOA. Duplicates hide across documents and weeks; the desk matches at line level, so twins get caught.

D&D

Detention & demurrage

The most-disputed lines in freight. The desk checks free time, clock start, and the tracking desk's own event history — then drafts the dispute with evidence attached.

GST

Tax-line defects

Wrong GST treatment, missing GSTIN, unclaimable input credit (India); VAT/TRN defects (UAE). A tax-defective invoice is a compliance problem wearing a cost problem's clothes.

03 · THE METHOD

Ingest. Match. Flag. Dispute. Post.

INGEST

Invoices arrive as they arrive — PDF, email body, portal download, agent SOA. Each is parsed and matched to its job file automatically.

MATCH

Every line meets its buy rate and accrual: the three-way match, rebuilt for forwarding, where the job file is the contract.

FLAG

Disagreements get a named reason — rate variance, duplicate, D&D, tax defect — and the evidence pulled from your own platform history.

DISPUTE

A human approves; the desk drafts the dispute with proof attached, sends it, and tracks it to a credit note that actually lands.

POST

Clean lines post to accounting with job references. Costs arriving after the customer invoice get flagged for re-billing, not absorbed.

The full method — match logic, dispute evidence, SOA netting, the 14-day start.

How the desk works →

04 · THE LEAK NOBODY NAMES

The costliest invoice is the one that arrives after yours went out.

Your customer was invoiced Tuesday. The carrier’s amendment fee landed Thursday. In most forwarding offices that fee is silently absorbed — because re-billing means noticing, and noticing means someone reconciling in real time.

Reconciler AI watches for exactly this: any cost hitting a job after the customer invoice went out gets flagged and routed for re-billing while the job is still warm. It works because reconciliation and billing live on one platform — the desk can see both sides of every job.

AP→AR LEAK WATCH · THIS WEEK
JO-08155 · Amendment fee · $45
⚙ detected 2 days post-invoice · re-bill drafted
RE-BILLED ✓
JO-08149 · D&D pass-through · $310
⚙ detected 5 days post-invoice · re-bill drafted
RE-BILLED ✓
JO-08131 · Fumigation · $85
⚙ detected 1 day post-invoice · re-bill drafted
PENDING GATE
$440 routed back to revenue this week · zero absorbed

05 · FROM THE REGISTER

THE LOOP CONTINUES

The quote set the buy rate. The reconciliation checks it kept its word.

Reconciler is one desk of the FreighAI platform: the quoting desk’s buy rates become the match baseline, the tracking desk’s event history becomes the D&D dispute evidence, and every agent settlement it audits feeds the partner scorecards. Evidence compounds.

THE ENGINE IS RUNNING

Bring last month’s invoice pile.Watch it reconciled before the coffee cools.

Your job files, your buy rates, one real stack of vendor invoices: clean lines posted, variances flagged with reasons, and the leak — measured, not guessed.