Glimpse Raises $35M to Bring AI-Native Infrastructure to CPG and Retail ->
Glimpse Raises $35M to Bring AI-Native Infrastructure to CPG and Retail ->
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AI Agents for Retail Ops

Recover Trapped Cashflow From Retail Sales

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

See How It Works
Calculate Your Recovery Now
Trusted by 200+ Consumer Brands
Distributor and Retailer Integrations
The problem

Your Back Office Is Wasting Time and Losing Money.

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

Chasing deductions is expensive work.

Deductions drain the P&L, and retrieving and disputing the invalid ones are costly.

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
Deductions management is fragmented.

Deductions data is spread across data silos with little or no visibility into the data.

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
Resolving invalid deductions takes time.

Automatic payment matching across retailers and invoices has required human effort.

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.

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

1st Generation

Human do everything
No system of record
Onshore/Offshore handoff
Human labor constraints
Documents and data pulled periodically
Coordination over email and excels
Manual accounting reconciliation
Write-offs as cost of doing business

2nd Generation

AI Agents Control Everything
Complete system of record
Fully autonomous & operational after onboarding
Within the organization and executes without input
Data retrieval runs 24/7
Manual accounting reconciliation
Write-offs and SaaS as cost of doing business

Glimpse AI

AI Agents Control Everything
Complete system of record
Fully autonomous & operational after onboarding
Within the organization and executes without input
Data retrieval runs 24/7
Manual accounting reconciliation
Write-offs and SaaS as cost of doing business

Ready to unlock the cash flow already in your business?

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Customer STories

Trusted by teams running retail at scale

"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 review reconciliation 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.
We're excited to partner with Glimpse to continue streamlining our manual processes and utilize AI to improve our bottom line.”

Melanie Sean QuinnQuinn
Senior Director of FP&A at Evermark (parent company of Suave Brands & Chapstick).

“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.”

Melanie RoseSean Quinn
Senior Operations Manager, Kin Euphorics
CASE STUDY

Just one of Glimpse’s agents (short pay agent) reviewed 17,000 deductions in under 24 hours for a $1BN CPG.

A task that would have taken 2 years for a FTE human to complete.

"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.”

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
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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