Glimpse Raises $35M to Bring AI-Native Infrastructure to CPG and Retail ->
Platform
Platform overview
Unified workflows for retail finance teams
Deductions management
Track, validate, and resolve deductions
Revenue recovery
Recover missed revenue with less effort
Cash application
Match payments faster and accurately
Integrations
Connect to retailers, distributors, and ERP
Deduction itemization
Manage your all trade & sales management
Industries
Retailers
Improve visibility across retail relationships
Grocery
Keep up with high-volume claims
Drug & Health
Reconcile drug and health chargebacks
Beauty
Support complex bueaty retail operations
Ecommerce & Marketplace
Unified workflows for retail finance teams
Natural & Specialty Distribution
Track, validate, and resolve deductions
Resources
Blog
Unified workflows for retail finance teams
Webinars
Unified workflows for retail finance teams
CustomersCareers
Company
About us
Unified workflows for retail finance teams
Security
Unified workflows for retail finance teams
Book a demo
Deduction Itemization

Stop Losing Margin To Disconnected Trade Workflows

Glimpse's AI agent automatically organizes trade activity, customer claims, promotions, accruals, and deductions into one structured workflow so your team can move faster and protect margin with confidence.

Book a Demo
See in this action
Trusted by 200+ Consumer Brands
Distributor and Retailer Integrations
OPERATIONAL MODULES

Control Trade Spend Across Customers and Programs

Centralized Spend Tracking

Bring all trade spend, claims, and accruals into one place so your team can clearly see where dollars are being allocated and where leakage may be happening.

Real-Time Spend Monitoring

Track approved, pending, and disputed spend in real time so teams can stay ahead of overages and avoid surprises at period close.

AI Classification

Understand What Trade Investments Are Actually Driving Sales

Promotion-Level Insights

Measure performance across promotions, customers, and time periods to understand which trade programs are delivering results.

Sales Alignment Visibility

Connect trade spend directly to sales outcomes so finance and sales teams can make better, data-backed decisions together.

Claim & Accrual Management

Keep Claims, Accruals, and Financials in Sync

Accrual Reconciliation

Compare planned trade spend against actual claims and balances so discrepancies are caught early, not at the end of the quarter.

Claim Validation Workflows

Review, validate, and approve claims with structured data and supporting documentation already organized for faster decision-making.

Intelligent Automation

How Glimpse AI Transforms Trade & Sales

Automated Data Ingestion

AI agents continuously pull claims, promo files, customer reports, and internal records into one structured workflow without manual collection.

Smart Classification

Each trade activity item is automatically categorized by customer, spend type, promotion, status, and financial risk.

Live Spend Visibility

Open claims, approved amounts, unresolved discrepancies, and accrual balances are updated in real time so nothing gets buried.

End-to-End Reconciliation

Track trade activity from intake through review, approval, reconciliation, and reporting in one system of record.

Old Way vs AI Workflow

How Glimpse automates deductions from intake to resolution

Typical Old Way (Manual)

Log into multiple portals to find new deductions

Copy data manually from files into trackers

Review deductions one by one manually

Search for invoices and backup documents across systems

Hand off work through email and spreadsheets

Spend more time gathering than resolving

The Glimpse Way (Automated)

Syncs deduction data from all portals in real time

Extracts fields from PDFs, spreadsheets, and notices instantly

Maps retailer codes into standard deduction categories

Flags valid, invalid, and follow-up cases automatically

Links invoices and backup documents automatically

Replaces scattered trackers with one live system

Happy customers

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.”

Sean Quinn
Senior Director of FP&A at Evermark (parent company of Suave Brands & Chapstick).
$1M+

Trapped Revenue Unlocked

2.5%

Topline Revenue Lift

< 60 days

Time to Value

"If you're a startup that's new to a major retailer, or a legacy company looking to make your finance team more efficient, Glimpse can take a lot of that burden off them."

Read

Belcam Beauty

's story →

"Glimpse has been helpful for transparency on the fees and charges and shortages that the distributors charge us for, and it's been a time saver for our team's accounts receivable work."

Read

Table 87

's story →

Crystal Reed-Simpson
Business Operations Manager

"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."

Read

Evermark

's story →

Sean Quinn
Senior VP of FP&A at Evermark

"We all know that we get killed with all the little stuff adding up. It's death by a million cuts."

Read

Miss Jones Baking Co.

's story →

Joanna Rodriguez
VP of Finance

"Glimpse saved Calyan time and freed up people to go make impact. That's the real beauty from our perspective."

Read

Calyan Wax Co.

's story →

Jacob Johnson
CEO & Founder

Like most major CPG brands, Evermark had to input a dollar threshold for the deductions it was able to review, because there was simply not enough time or manpower to review every last one. By automating the process with Glimpse's AI, we've not only removed that threshold, but we've unlocked a new source of incoming cash flow that will bring in millions of dollars that were previously considered a 'write off' or cost of doing business.

Read

Evermark

's story →

Sean Quinn
Senior VP of FP&A at Evermark

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

Read

BERO

's story →

Bero Operations Team

“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’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
AI-Powered Accuracy

Turn deduction chaos into a clear, structured workflow

Glimpse automatically classifies, organizes, and prioritizes deductions across retailer portals, helping your team move faster with less manual work and better decision-making.

Ready to learn more about Glimpse Agents in action?

View products

94%

Total Invoice Volume

$2.3M

Average Annual Recovery

80%

Time Saved vs. Manual processing

48hr

Average Resolution Time
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 ManagementRevenue RecoveryCash ApplicationDeduction Itemization
Resources Hub
ResourcesWebinarsCustomer Stories
© 2026 Dime Campus, Inc.
Privacy PolicyTerms & Conditions

We use cookies

We use cookies to analyze site traffic and measure our advertising. Some data is shared with our analytics and advertising partners, including Google and LinkedIn. You can accept all cookies, choose which categories to allow, or reject non-essential ones. Necessary cookies are always active. See our Cookie Policy for details.

Preferences
Statistics
Marketing
Details