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AI Agents for Retail Ops

Recover Trapped Cashflow From Retail Sales

Glimpse uses AI agents to automate critical back-office workflows, deductions management, revenue recovery, and cash application. So finance teams can focus on growth, not grunt work.

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Trusted by 200+ Consumer Brands
Distributor and Retailer Integrations
The problems

Your Back Office Is Wasting Time & Losing Money

Finance teams at consumer brands spend 40+ hours per week on manual work that AI can automate.

Problem 1

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

Retailers take 7-15% of gross sales in deductions

Manual dispute processes recover less than 50%

Teams drowning in spreadsheets across KeHE, UNFI, Target, Walmart, Ulta, CVS...

Total Cost

$2-5M trapped annually for a $50M brand
Problem 2

Automated shortage and retrieval dispute filing with full documentation trails.

Shortage and retrieval claims take 90+ days to resolve manually

Missing documentation means leaving money on the table

No visibility into what's recoverable vs lost

Total Cost

15-20% of potential recoveries never happen
Problem 3

Automatic payment matching across retailers and invoices with real-time AR reconciliation.

Days to match payments to invoices across retailers

Finance can't close books without resolving open AR

No real-time view of cash position

Total Cost

DSO inflated by 15-20 days
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.

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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.

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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.

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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.

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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 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
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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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