Glimpse Raises $35M to Bring AI-Native Infrastructure to CPG and Retail ->
Product
Platform
Overview
Platform Overview
All automated by AI agents trained on billions of dollars in CPG transactions.
Products
Deductions ManagementRevenue RecoveryCash Application
Solutions
Solutions Hub
All Solutions
Whether you're in natural, beauty, drug, or mass retail , Glimpse adapts to your channel's unique challenges.
Products
Natural ChannelBeauty RetailDrug & ConvenienceRetailersWallmart
SolutionsCareersResources
Resources Hub
Resource Library
Explore helpful guides, tools, and resources designed to make using Glimpse easier and more effective.
Featured Blog
2026 Product Updates: Glimpse AI OperationsSee how teams use Glimpse
SolutionsResources
Platform
Deduction ManagementRevenue RecoveryCash Application
Solutions
Natural ChannelBeauty RetailDrug & ConvenienceRetailersWallmart
Careers
Book a Demo
Product
Platform
Overview
Platform Overview

Unified workflows for retail finance teams

Platform

Deductions Management

Track, validate, and resolve deductions

Revenue Recovery

Recover missed revenue with less effort

Cash Application

Match payments faster and accurately

Deduction Itemization

Manage your all trade & sales management

Resources
Blog
Customer Stories
Other
Terms of Service
Privacy Policy
Contact Us
Solutions
Solutions Hub
All Solutions

Explore solutions by channel and need

Supporting Channels

Natural Channel

Track, validate, and resolve deductions

Beauty Retail

Support complex beauty retail operations

Drug & Convenience

Handle high-volume operational retail

Retailers

Improve visibility across retail relationships

Company
Careers
About Us
More
Integrations
Security & Compliance
SolutionsCareersResources
Resources
Resources Hub
Blog

Insights on modern retail operations

Play Books

See how teams use Glimpse

Webinars

Expert sessions on finance automation

Customer Stories
Customer Stories

See how teams use Glimpse

Book a Demo
Platform
Overview
Platform Overview

Unified workflows for retail finance teams

Platform

Deductions Management

Track, validate, and resolve deductions

Revenue Recovery

Recover missed revenue with less effort

Cash Application

Match payments faster and accurately

Deduction Itemization

Manage your all trade & sales management

Resources
Blog
Customer Stories
Other
Terms of Service
Privacy Policy
Contact Us
Solutions
Solutions Hub
All Solutions

Explore solutions by channel and need

Supporting Channels

Natural Channel

Track, validate, and resolve deductions

Beauty Retail

Support complex beauty retail operations

Drug & Convenience

Handle high-volume operational retail

Retailers

Improve visibility across retail relationships

Company
Careers
About Us
More
Integrations
Security & Compliance
Careers
Resources
Resources Hub
Blog

Insights on modern retail operations

Play Books

See how teams use Glimpse

Webinars

Expert sessions on finance automation

Customer Stories
Customer Stories

See how teams use Glimpse

Book a Demo
AI Agents for Retail Ops

Unlocking Retail Cash Flow with AI

Glimpse consolidates retail data into a source of truth and deploys
AI agents to recover revenue, automate cash application, and drive trade clarity.

Book a Demo
Trusted by 200+ Consumer Brands
Distributor and Retailer Integrations
OPERATIONAL MODULES

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

Deductions Management
Revenue Recovery
Cash Application
Trade Analytics
HOW GLIMPSE WORKS

Unlocking Retail Cash Flow with AI-Driven Automation

Data Ingestion

Gather structured and unstructured data from various sources like emails, PDFs, and ERP systems into a centralized system. This allows for seamless data integration across your business operations.

Start Collecting Data
Results & Insights

View clear, real-time insights into revenue recovery, time saved, and operational efficiency. Understand the direct impact of Glimpse on your business’s bottom line, with actionable data-driven results.

See Your Results
AI Agents in Action

Activate intelligent AI agents that automate critical tasks such as retrieving documents, classifying data, applying cash to your system, and managing disputes—all in parallel.

Start Collecting Data
Automated Actions

Automate the recovery of deductions, create credit memos, and manage trade spend. With seamless synchronization to your ERP, these actions are executed in real-time, drastically reducing manual effort.

Discover Automation
COMPARE GLIMPSE

Glimpse vs The old way of running retail operations

Manual Ops

Human do everything
50+ portals & inboxes
Spreadsheets
None
Manual review
Manual ERP entry
Manual Excel
Slow, error-prone
Visibility only
Lost time, trapped cash

Legacy Tools

Tools assist, humans execute
Partial, structured only
None
Limited workflows
Deductions-only focus
ERP dashboards
None
Bottlenecked by humans
Visibility first
Partial improvement

Glimpse AI

AI agents execute workflows
All sources: structured + unstructured
Unified Glimpse schema
Built-in system of action
Revenue recovery + validation + disputes
Cash application + memos automated
Automated itemization by SKU & retailer
Runs 24/7 in the background
Execution first, visibility second
Cash flow unlocked + hours saved

Ready to unlock the cash flow already in your business?

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Happy Customers

Trusted by teams running retail at scale

"Glimpse helped us identify close to $1,000,000  in invalid shortage deductions, in just over 60 days. This is real net new revenue that can be recovered and added to grow our bottom line"

VP of a multinational CPG
$2M+
Shortages Analyzed
$992K+
Newly Identified Revenue
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.”

Read

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.”

Read

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
The glimpse insights

Real Cash Impact. Real Work Removed

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
Book a Demo

Get Started with Glimpse in 30 Days

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

Book a Demo
Solutions
Solution HubNatural channelBeauty RetailRetailers
Platform
Deductions Management
Revenue RecoveryDeduction Itemization
Cash Application
Resources Hub
ResourcesWebinarsCustomer Stories
© 2026 Dime Campus, Inc.
Privacy PolicyTerms & Conditions