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
Deduction itemization
Manage your all trade & sales management
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Improve visibility across retail relationships
Grocery
Unified workflows for retail finance teams
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Unified workflows for retail finance teams
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Support complex bueaty retail operations
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Unified workflows for retail finance teams
Natural & specialty distribution
Track, validate, and resolve deductions
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Unified workflows for retail finance teams
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Unified workflows for retail finance teams
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Deductions Management

Stop Losing Money
To Unmanaged
Deductions

Glimpse's AI agent automatically ingests, classifies, and routes every deduction so your team spends time recovering revenue, not managing spreadsheets.

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

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

Automated Document Retrieval

Invoices, remittance files, deduction notices, and portal records are pulled together automatically so teams are not chasing backup across disconnected systems.

Promotional Reconciliation

Glimpse keeps promo deductions organized, validated, and tied back to the right agreements so your team can quickly confirm what is valid and challenge what is not.

AI Classification

Sort, Prioritize, and Route Every Deduction

Smart Deduction Categorization

Glimpse classifies deductions by type, retailer, document set, and likely resolution path so your team can stop manually sorting through incoming claims.

Priority-Based Review Queues

High-value, high-risk, and time-sensitive deductions are surfaced first, helping teams focus effort where recovery opportunity matters most.

Document Intelligence

Every Deduction to the Right Supporting Evidence

Automated Document Retrieval

Invoices, remittance files, deduction notices, and portal records are pulled together automatically so teams are not chasing backup across disconnected systems.

Field-Level Data Extraction

Glimpse extracts key details like retailer, invoice number, deduction reason, amount, and dates, turning messy documents into structured, usable data.

Intelligent Automation

How Glimpse AI Transforms Deductions

Automated Data Ingestion

AI agents continuously pull invoices, remittance files, deduction notices, and retailer portal data into one structured workflow without manual handling.

Smart Classification

Each deduction is automatically categorized by type, retailer, amount, and likely resolution path so teams can act faster with better context.

Live Priority Status

Valid, invalid, and follow-up deductions are flagged in real time, helping teams focus first on the items with the highest financial impact.

End-to-End Tracking

Track every deduction from intake through validation, dispute, and resolution with a clear system of record built for ongoing visibility.

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

I'd encourage any company to say: yes, I want to learn about it, and I need a partner to tell me what I don't know. 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. Steve Fortner, SVP of Sales, Belcam Beauty

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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." Crystal Reed-Simpson Business Operations Manager at Table 87

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Table 87

's story →

"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).

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Evermark

's story →

"We all know that we get killed with all the little stuff adding up. It's death by a million cuts." Joanna Rodriguez, VP of Finance, Miss Jones Baking Co.

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Miss Jones Baking Co.

's story →

"Glimpse saved Calyan time and freed up people to go make impact. That's the real beauty from our perspective." Jacob Johnson, CEO & Founder of Calyan Wax Co.

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Calyan Wax Co.

's story →

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

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BERO

's story →

Bero Operations Team

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

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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.”

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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.”

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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.”

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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.

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