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.

Trusted by 200+ Consumer Brands

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Distributor and Retailer Integrations



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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.”
Senior Director of FP&A at Evermark (parent company of Suave Brands & Chapstick).
Trapped Revenue Unlocked
Topline Revenue Lift
Time to Value

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?
$1 Billion+
2.5%
4.3x
80%
Estimate your roi
See how much cash Glimpse can unlock
Get Started with Glimpse in 30 Days
Experience a seamless onboarding process to integrate Glimpse into your workflow and start seeing results right away.









