Glimpse is an innovative platform powered by artificial intelligence, designed exclusively for consumer packaged goods (CPG) brands to streamline and automate essential back-office retail functions, including deductions management, revenue recovery, and cash application. By integrating both structured and unstructured data from various sources like retailer portals, emails, PDFs, and ERP systems, it creates a centralized hub that serves as a single source of truth for financial operations. Utilizing this cohesive layer, Glimpse employs intelligent AI agents that have been trained on extensive CPG transaction data to autonomously retrieve, categorize, and verify deductions, as well as pinpoint underlying issues and contest unwarranted claims across all retail partners. This platform not only revolutionizes the typical perception of these tasks as mere business expenses but also converts them into a vital revenue recovery stream by methodically reclaiming lost funds while enhancing trade transparency. Furthermore, it streamlines cash application processes by effectively matching incoming payments to their corresponding invoices, managing intricate remittances, and ensuring the accuracy of accounts receivable, thus optimizing overall financial efficiency. Ultimately, Glimpse empowers CPG brands to focus on growth while it handles the complexities of back-office operations.