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Glimpse is the system of action for CPG retail operations
Glimpse is the leading AI platform for CPG brands - automating key back office workflows like deductions management, revenue recovery, & cash application to increase operating leverage and put millions of dollars back into a brand's pocket. Our agents automatically retrieve deduction data, validate charges, automate cash application, and dispute invalid claims to recover lost revenue—often starting with a lookback of the past year of deductions. For a $1B CPG, one agent reviewed 17,000 deductions in under 24 hours (work that would take an FTE ~2 years), identifying $10M+ in revenue and driving meaningful margin expansion. Pricing is simple and incentive-aligned, structured to create clear P&L impact from day one.
Glimpse provides an AI-native platform that consolidates retail and CPG financial data and deploys AI agents to recover revenue, automate cash application, and improve trade clarity for retail operations. It positions itself as a unified platform for deductions management, revenue recovery, and cash application within CPG and retail channels.
Glimpse ingests structured and unstructured data from portals, emails, PDFs, and ERP systems to create a centralized source of truth. It activates AI agents that automatically retrieve documents, classify data, apply cash, and manage disputes in parallel, automating deduction itemization and revenue recovery. The platform offers modules for Deductions Management, Revenue Recovery, and Cash Application, with real-time insights, automated actions, and seamless ERP synchronization to close books faster and reduce manual work.
Who it’s for: CPG brands and retailers in natural, beauty, drug, mass, and convenience channels seeking automated, AI-assisted deduction resolution, revenue recovery, and cash application.
Raised $35M, mentions AI-native infrastructure, customer logos as trusted by 200+ consumer brands; shows traction and fundraising signals.
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