The AI-Powered Platform Built for CPG Back-Office Automation
Deductions management, revenue recovery, and cash application—all automated by AI agents trained on billions of dollars in CPG transactions.
Platform Overview
Three Intelligent Agents, One Unified System
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Deductions Management
Identify root causes and prevent invalid deductions before they happen with AI-powered pattern detection.
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Revenue Recovery
From shortage detection to cash in bank—fully automated investigation, dispute filing, and resolution tracking across all channels.

Cash Application
Automatically matches payments to invoices, handles complex remittances, and keeps your AR clean with real-time reconciliation.
Module 1
Deductions Management AI
Deductions management, revenue recovery, and cash application—all automated by AI agents trained on billions of dollars in CPG transactions.

Fully Automated Shortages Management
Glimpse automatically identifies and disputes shortage claims from retailers, recovering revenue that would otherwise be written off. No spreadsheets, no back-and-forth
Fully Automated Retrieval / Returns
Every deduction backup document is automatically retrieved and matched to the original claim.
AI-Assisted Pricing Discrepancies
Glimpse flags pricing mismatches between what was invoiced and what was paid, surfacing discrepancies across retailers instantly. Catch underpayments before they become accepted losses.
AI-Assisted Promotional Allowances
alidate that trade spend deductions match your actual promotional agreements. Glimpse cross-references promo calendars with retailer claims to ensure you're only paying for what you agreed to.
Monitored Compliance & Regulatory
Stay on top of compliance-related deductions like fines, penalties, and labeling charges. Glimpse tracks every claim, monitors patterns, and alerts you to recurring issues before they escalate.
AI-Assisted Spoilage & Damages
Glimpse reviews spoilage and damage claims against shipment data and historical patterns to identify inflated or invalid charges—so you're not absorbing costs that aren't yours.
Module 2
Revenue Recovery AI
Automated shortage and retrieval recovery from investigation to cash in bank.

The Glimpse Way (Automated)
87%
45 days
100%
The Old Way (Manual)
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Module 3
Cash Application AI
Automate payment matching and AR reconciliation across all retailers.

The Glimpse Way (Automated)
95%+
5 days
15-20d
The Old Way (Manual)
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Retailer Connectors
Current Supported Integrations
Native connections to the retailer portals your finance team uses every day.
dEMO WORKING
What to Expect in Your Glimpse 30 Days Demo
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Enterprise Grade Security for Your Financial Data
Your financial data deserves the highest level of protection.
Glimpse is built on enterprise security standards from day one.
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Ready to See Custom Pricing?
Book a 30-minute demo and we'll provide a custom pricing proposal based on your retailers, invoice volume, and recovery opportunity.