Glimpse automates the deductions recovery workflow for CPG brands at scale.


A one-time setup connects your retailer portals and ERP - no process re-engineering, no IT project. From there, Glimpse handles all of it.

Glimpse pulls deduction documents, automatically. After you provide a login, Glimpse connects to every retailer portal and inbox. Glimpse AI agents pull the invoices, PODs, BOLs, remittance files, and records needed to support each dispute.

AI agents check every single deduction. AI agents check every deduction, and Glimpse's human experts check the edge cases. Invalid deductions are automatically prepped for dispute. Nothing falls through the cracks: not even the little deductions.

After identifying an invalid deduction, Glimpse files disputes before the retailer windows close.

Your revenue returns. Your books update. And your team can focus on strategy, not paperwork. Recovered dollars are applied automatically and reflected in your ERP.




Leading CPG brands write off thousands of dollars in invalid deductions
they should be able to contest.
Glimpse reclaims that revenue, automatically.
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 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.