The latest investment brings the company’s total funding to $52 million, including capital raised prior to a major strategic pivot. While Glimpse previously labeled a $10 million raise in 2024 as a Series A, it has since reclassified that round as seed funding, positioning the new raise as its official Series A.
Founded by Akash Raju, Anuj Mehta, and Kushal Negi—who met while studying at Purdue University—the company initially launched a different venture in 2020 focused on Airbnb product placements. However, after struggling to achieve product-market fit, the founders shifted direction in 2024, leveraging insights gained from working closely with retail brands.
That pivot led to the creation of Glimpse’s current platform, which targets a persistent and costly issue in retail finance: deductions. These occur when retailers pay less than the invoiced amount, often citing reasons such as damaged goods or shipment discrepancies. While some deductions are legitimate, others are not—creating a complex, manual process for brands trying to identify and dispute errors.
According to Raju, invalid deductions are both frequent and difficult to manage, often resulting in “consistent revenue leakage” if left unresolved. Traditionally, teams must sift through fragmented systems, reconcile data manually, and manage disputes across multiple platforms—an inefficient and error-prone workflow.
Glimpse aims to streamline this process using AI. Its system automatically logs into retailer portals, gathers relevant documents, classifies deductions, and cross-checks them against internal data such as supply chain records and promotional calendars. The platform then flags questionable deductions and files disputes on behalf of the brand, following through until resolution and syncing recovered funds back into financial systems.
The company says its technology is already being used by more than 200 retail brands, including Suave and ChapStick. By combining automation with human oversight—particularly for quality assurance and dispute follow-ups—Glimpse claims it can reduce resolution timelines from weeks or months to just days.
Raju emphasized that the system improves over time, with each processed deduction enhancing its accuracy and efficiency. This creates what he described as a “compounding data advantage,” where increased usage strengthens the platform’s performance across its entire network.
Glimpse operates in a growing category of fintech solutions addressing retail back-office inefficiencies, alongside competitors such as Revya and Confido. With its new funding, the company plans to scale its capabilities and move closer to its broader ambition of becoming core AI infrastructure for consumer packaged goods and retail brands.