What the invention does
Lakshmi compares computing resources against cost, latency and geographic requirements. It reallocates work when conditions change so that resource selection can adapt during an active interaction.
Approved abstract
A dynamic computational resource brokerage system for real-time communication and artificial intelligence workloads is disclosed. The system comprises a marketplace aggregation module that continuously monitors pricing, latency, and geographic availability across multiple distributed computing providers. Upon initiation of a communication session requiring computational resources—such as video conferencing with AI-enhanced features including live captioning or translation—the system automatically evaluates and selects optimal provider configurations based on user-defined parameters including cost efficiency, response latency, and data residency compliance requirements. The system further implements continuous session monitoring with seamless mid-session resource migration capabilities, enabling automatic reallocation of computational tasks to alternative providers upon detection of degraded performance metrics or unfavorable pricing changes, without perceptible service interruption. The invention enables transparent, real-time optimization of distributed computing resource procurement while maintaining uninterrupted delivery of latency-sensitive communication services.
Filing and status
Application 63/934,097
Filed December 8, 2025
Patent pending · provisional filed