Glimpse raises $35 million to automate retail deduction disputes

On Wednesday, retail financial automation startup Glimpse announced it has raised a $35 million Series A funding round led by venture capital firm Andreessen Horowitz (a16z). The round, which also included participation from 8VC and Y Combinator, brings the company’s total funding to date to $52 million.

The company’s co-founders, Akash Raju, Anuj Mehta, and Kushal Negi, originally launched a startup in 2020 focused on product placements. However, by 2024, the founders pivoted to a new direction. “We ultimately felt we lacked product-market fit and decided to hard pivot,” said CEO Akash Raju. He noted that exposure to the chaotic nature of retail back offices during their first venture ultimately led them to start Glimpse. Following this pivot, the company raised a $10 million round last year, which it is now rebranding as a seed round to position the fresh $35 million capital as its official Series A.

Glimpse’s platform helps Consumer Packaged Goods (CPG) and retail brands automate the resolution of financial deductions—the amounts a retailer subtracts from what they owe a brand when settling an invoice. While some deductions are valid, others are invalid errors, such as charging a brand for a short shipment when the inventory was shipped correctly. Raju noted that if a brand does not reconcile every invalid deduction, it could lead to consistent revenue leakage.

To resolve these errors, Glimpse’s system uses AI agents to log into retail portals, centralize documents, and validate deductions against internal records. Raju explained that manual reconciliation typically requires teams to log into multiple systems, pull scattered documents, and manage disputes end-to-end amid fragmented, unstructured data. When issues are identified, Glimpse’s platform automatically files disputes, follows through on the process, and syncs the data back to the brand’s Enterprise Resource Planning (ERP) financial software. The startup also uses humans in the loop, primarily for quality assurance on critical steps like classification and data extraction, as well as following up on disputes to drive resolution. Glimpse currently works with more than 200 retail brands, including Suave and its lip balm brand Chapstick.

With the new funding, Glimpse intends to continue executing its vision to serve as the AI infrastructure for CPG and retail brands. Raju noted that as the platform scales, each new integration and customer creates a compounding data advantage that makes the system more effective across the network. In this market, the company competes against other software providers tackling retail deductions, such as Revya and Confido.

Why it matters

Glimpse is using its new funding to scale an AI-driven platform that automates the resolution of invalid financial deductions in retail. By replacing fragmented, manual back-office workflows with automated dispute tracking, the company aims to help consumer brands prevent consistent revenue leakage.