Glimpse Raises $35M to Bring AI-Native Infrastructure to CPG and Retail ->
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AI Managed Platform

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

Deductions Management

Identify root causes and prevent invalid deductions before they happen with AI-powered pattern detection.

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)
AI detects shortage claim in real-time
AI matches against shipment data automatically
AI pulls PODs/BOLs from your systems automatically
AI files dispute with optimal documentation
AI tracks to resolution without human intervention
Cash posts to AR automatically when recovered
0 manual hours, 87% recovery, 45 day cycle

87%

Recovery rate on valid shortage claims

45 days

Average time to recovery

100%

Automated from detection to cash
The Old Way (Manual)
Download shortage reports from retailer portals
AI matches against shipment data automatically
AI pulls PODs/BOLs from your systems automatically
AI files dispute with optimal documentation
AI tracks to resolution without human intervention
Cash posts to AR automatically when recovered
40 hours/week, 45% recovery, 90+ day cycle
Module 3

Cash Application AI

Automate payment matching and AR reconciliation across all retailers.

The Glimpse Way (Automated)
AI automatically matches payments to invoices across all retailers
Handles complex remittances (payments, offsets, bundled payments)
Exceptions routed for quick human review
Real-time AR balance by retailer and aging

95%+

Auto-match rate for payments

5 days

Faster book close

15-20d

Reduction in DSO
The Old Way (Manual)
Retailers send payments with complex remittances
Matching payments to invoices takes days
Unapplied cash sits in suspense accounts
Finance can't close books or forecast cash accurately
Retailer Connectors

Current Supported Integrations

Native connections to the retailer portals your finance team uses every day.

Sam's Club Portal
CVS Supplier Portal
KeHE Connect
QuickBooks ERP
UNFI Vendor Portal
Walmart SPARK
CVS Supplier Portal
Amazon Vendor Central
Target Partners
Whole Foods
NetSuite ERP System
Ulta Vendor Portal
dEMO WORKING

What to Expect in Your Glimpse 30 Days Demo

Easy Setup & Integration

Glimpse makes it simple to get started by integrating with your existing distributor portals, ERP systems, and 3PLs. This ensures a smooth data flow, allowing us to start working on optimizing your operations.

AI-Powered Data Ingestion & Classification

Glimpse makes it simple to get started by integrating with your existing distributor portals, ERP systems, and 3PLs. This ensures a smooth data flow, allowing us to start working on optimizing your operations.

Real Time Dashboard Visibility

Glimpse makes it simple to get started by integrating with your existing distributor portals, ERP systems, and 3PLs. This ensures a smooth data flow, allowing us to start working on optimizing your operations.

Trailing 12 Month Audit

Glimpse makes it simple to get started by integrating with your existing distributor portals, ERP systems, and 3PLs. This ensures a smooth data flow, allowing us to start working on optimizing your operations.

Security & Compliance

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.

Book a Demo
Book a call

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.

30 min
Demo call
Free
Deduction audit
5-10×
Typical Year 1 ROI
Custom pricing based on your specific profile
Free deduction audit during evaluation
ROI estimate with your actual data
Implementation timeline and plan
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