MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202641099274 A) filed by Tekframeworks Consulting Private Limited on August 17, 2026, for System And Method For Adaptive Resource Constrained Orchestration Of Intelligent Language Model Processing.
Inventors include Venkata Dakshina Murthy Kolluru; Maheshkumar Duvvarapu; Vinay Chowdary; Shilpa Kadam; and Arul Vignesh Arasan.
The application for the patent was published on August 28, 2026, under issue no. 35/2026.
Abstract: Abstract of the Invention The present invention relates to a system and method for adaptive resource-constrained orchestration of intelligent language model processing. The invention dynamically analyzes input queries and selectively routes the queries to one or more specialized processing modules including reasoning, retrieval-augmented generation, external search, and computational processing modules based on real-time evaluation of query complexity, resource availability, and expected response quality. A routing decision engine optimizes processing pathways by balancing computational resource utilization including latency, memory usage, and processing cost with output performance. Outputs generated from selected modules are synthesized into a unified response through a response synthesis module. The invention further incorporates a feedback-driven adaptive learning mechanism configured to continuously refine routing policies using historical execution data and performance metrics, thereby improving efficiency, scalability, and response quality in intelligent language model processing systems.
Disclaimer: Curated by HT Syndication.
