Grocery deductions, disputed at scale.

Glimpse's AI works across national and regional grocery banners — each with its own portal, codes, and dispute rules.

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Why grocery deductions are uniquely difficult

Every grocery banner deducts through its own portal, on its own codes, under its own rules. Glimpse's AI agents and deduction specialists are trained to handle every case.

Today

Different deduction codes

Kroger, Albertsons, H-E-B, and Publix each post shortage, spoilage, and promotional deductions under their own code systems. What's valid at one banner is coded completely differently at the next.

Day 10

Confusing dispute windows

Grocery dispute windows are short and banner-specific, often closing within weeks of the deduction posting. Miss it and a shortage or spoilage claim becomes a permanent write-off.

Day 45

No source of truth

Deduction data across Kroger, Albertsons, H-E-B, and Publix lives in separate portals with different logins and formats, making total exposure nearly impossible to see.

Glimpse manages the entire deductions process end-to-end.

A one-time connection to each retailer portal and your ERP. From there, Glimpse handles all of it.

Retrieve

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.

Validate

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.

Dispute

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

Recover

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.