As artificial intelligence continues to reshape business operations, Glimpse is sharpening its focus on a costly but often overlooked issue in retail, revenue lost to deductions while scaling rapidly on the back of new funding.
The New York-based company, led by Akash Raju, has raised a $35 million Series A round led by Andreessen Horowitz, with continued participation from 8VC and Y Combinator. The round brings Glimpse’s total funding to $52 million.
The company said the capital will be used to accelerate its vision of bringing artificial intelligence to the consumer packaged goods and retail industries, particularly in financial operations where inefficiencies persist.
Glimpse has developed software designed to help consumer brands identify and recover disputed charges from retailers. These deductions, often stemming from shipping errors, damaged goods or billing discrepancies are a routine but time-consuming challenge across the industry.
The platform uses artificial intelligence to analyze invoices, flag questionable charges and automate the dispute process. By replacing manual review with software-driven workflows, Glimpse aims to reduce the operational burden on finance teams while improving recovery rates.
Raju recently highlighted the company’s momentum, describing a period of rapid growth marked by increased invoice processing volumes and an expanding customer base. The company now serves more than 200 brands, including PLTFRM, Suave Brands Company, IQBAR, Fire Department Coffee, Alice Mushrooms and Better Sour.
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In a message accompanying the funding announcement, Raju thanked customers for their continued support, adding that the company now has “more fuel” to keep scaling alongside them. He also acknowledged co-founders Kushal Negi and Anuj Mehta, noting the team has been building together for more than six years and is still early in its journey.
Founded in 2020, Glimpse initially operated in a different segment before pivoting to address financial operations within retail supply chains. The shift followed extensive customer research aimed at identifying persistent inefficiencies affecting brand profitability.
That pivot reflects a broader trend in the AI sector, where companies are increasingly targeting niche operational problems rather than building generalized tools. In retail, where margins are often thin, even small financial leakages can have an outsized impact.
Glimpse says its platform integrates with existing retail and distributor systems, allowing companies to manage deductions end to end. Its goal is to turn what has traditionally been a reactive and manual process into a more predictable and scalable function.
While many AI startups emphasize futuristic applications, Glimpse’s approach centers on immediate financial outcomes. By focusing on revenue recovery rather than experimentation, the company is positioning itself within a category of tools designed to deliver measurable business value.
As competition intensifies in the AI space, that emphasis on practical impact may prove critical. For now, Glimpse is betting that solving back-office inefficiencies, rather than reinventing customer-facing experiences will resonate with brands navigating an increasingly complex retail environment.