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Module 1 Deductions Management

Stop Losing Money
To Unmanaged
Deductions

Glimpse's AI agent automatically ingests, classifies, and routes every deduction so your team spends time recovering revenue, not managing spreadsheets.

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See in this action
Trusted by 200+ Consumer Brands
Distributor and Retailer Integrations
OPERATIONAL MODULES

Automatically aggregates and classifies deductions from portals, emails, and EDI.

Automated Document Retrieval

Invoices, remittance files, deduction notices, and portal records are pulled together automatically so teams are not chasing backup across disconnected systems.

Promotional Reconciliation

Glimpse keeps promo deductions organized, validated, and tied back to the right agreements so your team can quickly confirm what is valid and challenge what is not.

AI Classification

Sort, Prioritize, and Route Every Deduction

Smart Deduction Categorization

Glimpse classifies deductions by type, retailer, document set, and likely resolution path so your team can stop manually sorting through incoming claims.

Priority-Based Review Queues

High-value, high-risk, and time-sensitive deductions are surfaced first, helping teams focus effort where recovery opportunity matters most.

Document Intelligence

Every Deduction to the Right Supporting Evidence

Automated Document Retrieval

Invoices, remittance files, deduction notices, and portal records are pulled together automatically so teams are not chasing backup across disconnected systems.

Field-Level Data Extraction

Glimpse extracts key details like retailer, invoice number, deduction reason, amount, and dates, turning messy documents into structured, usable data.

Intelligent Automation

How Glimpse AI Transforms Deductions

Automated Data Ingestion

AI agents continuously pull invoices, remittance files, deduction notices, and retailer portal data into one structured workflow without manual handling.

Smart Classification

Each deduction is automatically categorized by type, retailer, amount, and likely resolution path so teams can act faster with better context.

Live Priority Status

Valid, invalid, and follow-up deductions are flagged in real time, helping teams focus first on the items with the highest financial impact.

End-to-End Tracking

Track every deduction from intake through validation, dispute, and resolution with a clear system of record built for ongoing visibility.

Intelligent Automation

How Glimpse AI Transforms Deductions

Typical Old Way (Manual)

Log into multiple portals to find new deductions

Log into multiple portals to find new deductions

Log into multiple portals to find new deductions

Log into multiple portals to find new deductions

Log into multiple portals to find new deductions

Log into multiple portals to find new deductions

The Glimpse Way (Automated)

Log into multiple portals to find new deductions

Log into multiple portals to find new deductions

Log into multiple portals to find new deductions

Log into multiple portals to find new deductions

Log into multiple portals to find new deductions

Log into multiple portals to find new deductions

Customer STories

Trusted by teams running retail at scale

“Glimpse helped us win back over $10,000 from a
single chargeback — and unlocked tens of
thousands more we would have otherwise written
off. I’m no longer managing disputes; I just get
emails telling me they’ve already won.”

Sean Quinn
Senior Director of FP&A at Evermark (parent company of Suave Brands & Chapstick).
$1M+

Trapped Revenue Unlocked

2.5%

Topline Revenue Lift

< 60 days

Time to Value

“Glimpse made recovering $30,000 effortless — we wouldn’t have seen that money without them.”

Read

Companion Candles

's story →

Loren Lewin
Founder and CEO at Companion Candles

“Glimpse brings us incredible chargeback transparency and gets dollars back in our pockets, which boosts our working capital.”

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Kin Euphorics

's story →

Melanie Rose
Senior Operations Manager at Kin Euphorics

“Glimpse’s deduction management services are a game-changer in an ecosystem where cash flow is king. If you pay for Glimpse, you’re guaranteed to see a tenfold return.”

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LN Accounting

's story →

Lahari Neelapareddy
Founder and CEO, LN Accounting

“Glimpse makes it so easy to track deductions, streamline disputes, and take back control of your trade spend. If you don’t work with them, you’re just leaving money on the table.”

Read

immi

's story →

Kevin Chanthasiriphvan
Co-Founder, immi

“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”

Read

Pickerfresh

's story →

Allen Rush
VP of Sales and Marketing, Pickerfresh
WHY glimpse

Glimpse transforms deductions into a new revenue channel.

Glimpse turns what has historically been accepted as a cost of doing business into a strategic revenue recovery channel through intelligent AI validation and comprehensive dispute management.

Ready to learn more about Glimpse Agents in action?

View products

$1 Billion+

Total Invoice Volume

2.5%

Topline Revenue Lift

4.3x

More Disputes Filed

80%

More Disputes Filed
Estimate your roi

See how much cash Glimpse can unlock

Why calculate your ROI?

  • Identify hidden revenue opportunities
  • Visualize potential cost savings
  • Benchmark against industry standards
$10.0M

$300,005

Estimated cash unlocked per year

Revenue recovered
$275,000
Time savings
$25,005
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Get Started with Glimpse in 30 Days

Experience a seamless onboarding process to integrate Glimpse into your workflow and start seeing results right away.

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