AI Agents for retail ops

We win back cash 
for CPG brands.

Glimpse automates the deductions recovery workflow for CPG brands at scale.

See How It WorksCalculate Your Recovery
Trusted by 200+ 
consumer brands

Retailer deductions are draining up to 15% of your bottom line.

Glimpse wins money back, automatically. 

You don't have to lift a finger.

2.5%
Topline Revenue Lift
4.3x
Increase in Disputes Filed
80%
Reduction in Labor Hours

Leading CPG brands write off thousands of dollars in invalid deductions
they should be able to contest. 

Glimpse reclaims that revenue, automatically.

See How It Works

Automate your work to 
unlock retail cashflow.

Deductions management, automated end-to-end. 
Every document in one place.

Recover trapped revenue

Capture sub-threshold deductions, lift above-threshold recovery rates, and use retailer intelligence to attack root-cause leakage.

POD slips & BOL Slips
Inboxes & Retailers Portals
Invoices & Purchase Orders
ERP Systems & Deductions
Remittance & Promo PDFs
Deductions
Invalid deductions
Valid deductions
Validation Agent

Analyzing deductions

Validating all transactions

Retrieval Agent

Data retrieval

Pulling from all sources

DISPUTE WON
Validation Agent
Dispute amount $6,103.41
Customer KeHE
Status REPAYMENT APPROVED

Automate & Scale Operations

Scale retailer coverage and deduction volume without scaling headcount.

Deductions disputed

1,154,023.038

Repayments approved

Deductions validated

Total number of deductions analyzed

100%

Deductions Reviewed

Total amount of deductions analyzed

$5,770,115.19

More revenue,
same headcount

Increase Operational Efficiency

Recovered dollars hit the bank faster. DSO compresses. Channel P&L and AR quality become visible for the first time.

Deduction management
Revenue recovery
Cash application
ERP Sync
One unified system for more profitable retail operations.

Hear directly from the brands we've helped

How Miss Jones Baking Co. recovered six figures and improved gross margin by 1.1% in one quarter without adding headcount.

Read the story

Learn how this non-alcoholic beer brand automates deduction workflows and reclaims lost revenue with Glimpse.

Bero Operations Team
Read the story

Special offers for your brand

Glimpse Guarantee

For brands with $100M+ in retail revenue
We’ll find your money. Or give you $10K.
Walmart, KeHE, or UNFI. Additional eligibility requirements apply.
Explore the guaranteeView terms

Emerging Brands

New customers with $1M–$30M annual retail revenue
No dollars recovered in your first 3 months?
Those 3 months are free.
Sign Oct 15–Dec 31, 2026. At least one integrated retailer or distributor required.
Explore the programView terms
Glimpse Guarantee: At least $100M retail revenue across Walmart, KeHE, or UNFI; current non-trade deductions; at least $1M in shortage deductions; no external deductions vendor; no retailer settlement program for deduction recovery.
Emerging Brands: Noncustomers with $1M–$30M annual retail revenue and at least one integrated retailer/distributor. Contract signed Oct 15–Dec 31, 2026. First three months are free if no dollars are recovered during those three months.

Integrations 
with 20+ retailers

How Glimpse wins against traditional solutions

Traditional Solutions

A patchwork of legacy tools and manual processes, prone to human error and fragmented data.

  • Manual workflows and overworked teams
  • Disconnected systems
  • Time-consuming reviews and follow-ups
  • Heavy reliance on custom integrations
  • Can’t address all deductions at scale
  • Limited insights into trends

AI-powered revenue recovery platform that’s built to consolidate retail complexity into one platform.

  • Automated deductions workflows end to end
  • One platform with full visibility
  • Faster reviews with automated tracking
  • Pre-built integrations with retailer systems
  • Scales as deductions volume increases
  • Clear insights into trends

Get onboarded in 45 days

See How It Works
Today
Day 10
Day 45
Today

We discuss your needs

  • You schedule a demo with a Glimpse solutions expert.
  • We discuss your workflow challenges and tailor a personalized solution.
  • We build a solution designed to maximize revenue recovery.
Day 10

We build the pipelines

  • You grant Glimpse access to your retailer portals. One login, low lift.
  • Glimpse starts pulling deductions data automatically, without any effort on your end.
  • Glimpse automatically syncs to your ERP to centralize all deduction data in the Glimpse system of record.
Day 45

We identify lost revenue

  • Glimpse’s AI agents start validating deductions across your retail channels.
  • You recover 2.2× more revenue per month than an in-house solution.
  • Glimpse starts disputes for historical and live deduction data.

Calculate your recovery

Annual retail volume
$10.0M
Number of retail connections
4
Book a demo
$0,000
Estimated cash unlocked per year
Revenue recovery lift
$0,000
Analyst hours saved
$0,000