TRG Screen has launched Invoice AI, a new artificial intelligence capability integrated within its Optimize Spend platform. The tool is designed to help financial institutions automate the processing of market data invoices by transforming varied formats into structured, validated data. This launch follows the recent introduction of Contracts AI, forming part of the company’s broader strategy to target high-friction processes in market data management.
The new tool directly addresses the traditional bottlenecks of manual data entry, validation errors, and limited spend visibility. Invoice AI automatically extracts critical details—such as vendor information, billing periods, amounts, and individual line items—before mapping them to internal accounts. The system supports single, bulk, and API-driven uploads while maintaining complete data traceability back to the original document.
A key feature of the technology is its line-item reconciliation. Unlike standard OCR or robotic process automation, the AI populates data into Optimize Spend without manual mapping overhead. Simple invoices are processed with zero human intervention, while any detected discrepancies are highlighted alongside AI-generated commentary. The tool is currently available via early adopter programs for market data, procurement, and finance teams.
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