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Glimpse Solutions

Deductions Solutions Built for How You Sell

Whether you're in natural, beauty, drug, or mass retail—Glimpse adapts to your channel's unique challenges.

Browse by Channel

Solutions Tailored To Your Retail Channel

Natural & Grocery Channels
Emerging to $150M natural brands
Unique Challenges
Complex distributor fee structures
Spoilage and code date claims
Multi-tier promotional allowances
"We started in natural—it's our DNA. If we can automate KeHE and UNFI, we can automate anything."
Explore Natural Solution
Beauty & Personal Care
Indie to established beauty brands
Unique Challenges
High promotional intensity (20-30 events/year)
Tester allowance reconciliation
GWP and sample program tracking
"We started in natural—it's our DNA. If we can automate KeHE and UNFI, we can automate anything."
Explore Natural Solution
Drug & Convenience
Health, wellness, and personal care brands
Unique Challenges
Strict compliance requirements (GS1, labeling)
High-velocity shortage claims
Pharmacy vs front-end complexity
"We started in natural—it's our DNA. If we can automate KeHE and UNFI, we can automate anything."
Explore Natural Solution
Multi-Retailer / Big Box
Brands selling through 5+ retailers
Unique Challenges
Managing deductions across different channel types
Inconsistent deduction codes and processes
No unified visibility into cash position
"We started in natural—it's our DNA. If we can automate KeHE and UNFI, we can automate anything."
Explore Natural Solution
Browse by Use Case

What Problem Are You Solving?

Reduce Deduction Rates

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

See it works
Automate Shortage Recovery

From detection to cash in bank—fully automated investigation, dispute filing, and resolution tracking.

See it works
Speed Up Cash Application

95%+ auto-match rate turns days of reconciliation into minutes. Close books faster and forecast accurately.

See it works
Handle KeHE & UNFI

Multi-tier fee structures, distributor allowances, and natural channel-specific deduction types—all automated.

See it works
Scale Without Hiring

Grow from 2 to 20 retailers without adding finance headcount. AI agents handle the volume you can't.

See it works
Improve EBITDA

Recovering trapped cash flow directly impacts your bottom line. The average brand recovers 7-10% of revenue.

See it works
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?

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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 gave us back 35 hours per week and $1.2M in cash we didn't know was recoverable."
CFO, Natural Snacks Brand
Natural Foods Brand · $45M Revenue

$1.2M

Recovered in first year

40

→

5 hrs/wk

Manual work reduction

11%

→

6.2%

Deduction rate

“Glimpse made recovering $30,000 effortless — we wouldn’t have seen that money without them.”

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.”

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.”

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.”

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.”

Allen Rush
VP of Sales and Marketing, Pickerfresh
WHY glimpse

Glimpse transforms deductions into a new revenue channel.

Glimpse turns what has historically been accepted as a cost of doing business into a strategic revenue recovery channel through intelligent AI validation and comprehensive dispute management.

Ready to learn more about Glimpse Agents in action?

View products

$1 Billion+

Total Invoice Volume

2.5%

Topline Revenue Lift

4.3x

More Disputes Filed

80%

More Disputes Filed
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.

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