“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
Let AI manage
your deductions
Glimpse combines cutting-edge AI with an in-house managed service to put your deductions operations on autopilot and turn lost revenue into recovered profit.
distributors and retailers we work with
trusted by 130+ brands
at a glance
The Glimpse Effect
100+
Human hours saved monthly
$200M+
Total transaction volume
91%
Dispute win rate
how we work
Our AI manages
deductions for you
Glimpse sits in your org chart, owning the deductions
workflow and providing an end-to-end managed service
that continually learns and improves.
Proprietary data integration & schema
Our proprietary pipelines integrate previously disparate data sources – including distributor portals, messy inboxes, retailer data, ERP, trade promotion plans, and freight documents – into a single source of truth.
This unique capability allows us to automate highly manual processes that typically require stitching data together across different systems.
Our proprietary pipelines integrate previously disparate data sources – including distributor portals, messy inboxes, retailer data, ERP, trade promotion plans, and freight documents – into a single source of truth.
This unique capability allows us to automate highly manual processes that typically require stitching data together across different systems.
Agentic operations with experts in the loop
Our proprietary pipelines integrate previously disparate data sources – including distributor portals, messy inboxes, retailer data, ERP, trade promotion plans, and freight documents – into a single source of truth.
This unique capability allows us to automate highly manual processes that typically require stitching data together across different systems.
Glimpse’s AI intelligence instantly classifies and decodes deductions, mapping them to GL and promotional codes.
Our technology, backed by deduction experts, then validates deductions using customer documentation to identify which claims are likely invalid and ready to be disputed.
Fully managed, end-to-end disputing
Our proprietary pipelines integrate previously disparate data sources – including distributor portals, messy inboxes, retailer data, ERP, trade promotion plans, and freight documents – into a single source of truth.
This unique capability allows us to automate highly manual processes that typically require stitching data together across different systems.
After our solution reviews every single line item, we initiate and manage the disputing of every invalid claim on the customer's behalf, including follow-ups.
This ensures disputes are filed accurately and on time within the required window, and never get lost or ignored.
customer stories
See why top CPG
brands choose Glimpse
“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
Read
immi
's story
Protect your profits
Power your growth
our impact
We deliver real ROI
from day one
Glimpse transforms the deductions operation into a source of revenue recovery, retail sales insight, and operational efficiency, freeing you to focus on growing your business.
Cash recovery on autopilot
The old way
Invalid deductions consistently account for 2-3% of topline wholesale revenue for consumer brands.
with glimpse
Glimpse automatically identifies that topline revenue tied up in invalid deductions and drops it to the bottom line.
Scale your revenue, not your team
The old way
Hundreds of people-hours each month to are required to manage retail revenue at scale. As brands grow their retail presence, so does headcount to keep up with the additional deductions.
with glimpse
Glimpse automates the manual work of pulling and classifying documents every day, all with zero human effort.
A single source of truth
The old way
Deduction data is messy and all over the place - living with different teams and data silos. It's difficult to consolidate the relevant data, let alone match them back to accounting platforms, leading to disputes getting lost or not being filed on time.
with glimpse
Glimpse aggregates documents from all the different distributor portals and internal company data silos into a unified, single source of truth.