Revenue cascade · with Dex

Stop losing money to invalid deductions.

Retailers deduct from invoices automatically. Most brands can’t dispute — no evidence, no matching, no time. Modus parses any distributor document, matches it, and drafts the dispute so approving takes one click.

Dex3 disputes drafted overnight — $19,400, BOL + evidence attached. Approve to file.

app.moduscpg.com/deductions
Deduction recovery · QTD Matched vs aging
91%AUTO-MATCH
0–30 days$96K
31–60 days$64K
61–90 days$38K
90+ days$16K
$214K open · $127K recovered · 130+ formats parsed

01 · The leak

Retailers deduct first and explain later. The paperwork arrives as unstructured PDFs in 130+ formats across 25+ retailers and distributors, matching is archaeology against a 49-code taxonomy, and the dispute window closes before anyone gets to it. The money just evaporates — 5–15% of gross revenue, every year.

02 · The catch

Dex parses every document overnight, pairs each deduction to its promotion or shipment with 6-signal matching, clears the valid ones, and drafts disputes for the rest — BOL confirmation and shipment evidence already attached.

03 · Your morning

A punchlist: 34 parsed, 31 matched, 3 disputes worth $19,400 awaiting your click. You approve; Dex files the dispute, evidence attached. That’s the whole job now.

Inbox & punchlist

Every document lands ready to act on.

No more PDF archaeology. Documents parse on arrival — line items, amounts, reason codes — and land in one queue with the next action already drafted.

app.moduscpg.com/deductions Inbox
KR-D-0892 · Kroger $8,400dispute drafted · BOL + photos
UN-38112 · UNFI $3,150auto-cleared vs October TPR
TG-77401 · Target $12,900matched · 6 signals
KH-20553 · KeHE $1,240needs review · unknown code
34 parsed overnight · 130+ formats · every row lands with a drafted next action

Auto-clear, AI-assisted

Valid deductions clear themselves.

Dex parses, matches with six signals, clears the valid, and drafts disputes for the rest — overnight. Anything under 95% confidence escalates to your team with full context.

app.moduscpg.com/deductions/autonomous Dex overnight
ParseMatchClearDispute
Parsed34 documents · 6 formats
Matched31 · 6-signal
Auto-cleared18 valid · $41K
Escalated3 under 95% confidence
You hold one gate: approve. Every action logged.

Disputes kanban

From claim to recovery, visibly.

Every dispute moves across one board with retailer-specific playbooks and pre-assembled evidence — broker photos, BOL confirmations, promo records. Nothing dies in a spreadsheet tab.

app.moduscpg.com/deductions/disputes Disputes
BoardPlaybooksFiled

Drafted · 3

Kroger $8,400

BOL + photos attached

Target $2,100

promo mismatch

Filed · 2

UNFI $5,900

awaiting response

Recovered · 4

KeHE $3,300

paid · 12 days

Playbooks per retailer — evidence assembles itself

Aging & recovery

The open balance, always current.

30/60/90/120+ buckets update as documents parse and disputes resolve — with recovery probability scoring so the team works the claims most likely to pay.

app.moduscpg.com/deductions/aging Live balance
0–30 DAYS
$96K
31–60 DAYS
$64K
61–90 DAYS
$38K
90+ DAYS
$16K
Recovery probability scored per claim — chase the winnable ones first

Cash application & AR

Payments match themselves.

Incoming payments pair to invoices and outstanding deductions automatically; exceptions escalate with context. The close stops being an excavation.

app.moduscpg.com/accounts-receivable/cash-application Matched
Kroger payment $212,400matched · 3 deductions netted
UNFI payment $86,100matched · 1 exception
Target payment $54,800matched clean
Invoicing, GL mapping, and AR aging in the same suite

Approving a dispute is now the whole job.

Featured · Auto-clear, AI-assisted

Parse → match → clear → dispute, end to end, while you sleep. Valid deductions clear themselves against promotions; invalid ones become evidence-backed dispute cases, and anything under 95% confidence escalates to your team — every action with a full audit trail. You hold one gate: approve.

91%
auto-match rate
130+
document formats
25+
retailers & distributors
$127K
recovered QTD

And everything around it

Inbox & punchlist — one queue, drafted next actions
AI parser studio — train new formats yourself
6-signal matching — reference, retailer, date, cost, history, store
Disputes kanban — playbooks + guided filing
Chargeback margin analysis by retailer and product
Aging & recovery — 30/60/90/120+, probability-scored
Cash application — payments matched to deductions
Full AR — invoicing, GL mapping, aging

In the cascade: Trade Management Deductions & AR Accruals & close

See it on your data.

Book a Demo