System und Verfahren zur Verfolgung der Leistung einer Anwendung der Künstlichen Intelligenz (ki) Während der Entwicklung und des Produktionslebenszyklus

Details

Veröffentlichungs-Nr.

EP4617866

Aktenzeichen

EP25163270

Anmeldetag

12. März 2025

Veröffentlichung

17. September 2025

Rechtsraum

EP

IPC

G06F9/445G06F11/34G06N20/00

Abstract

This disclosure relates generally to system and method to track performance of an AI application during development and production lifecycle. Libraries and tools that are used to develop an enterprise AI application are rapidly expanding across vendors and open-source community. These libraries are coming up with new features and breaking changes with new versions making it difficult to application developer and enterprise runtime executor. The method of the present disclosure receives an enterprise artificial intelligence (AI) application and corresponding software environment as input generate a logger plug-in using one or more fine-tuned large language models (LLMs) based on the plurality of instructions provided by the one or more instructors. Additionally, the logger plug-in is utilized to validate correctness of errors and then the logger plug-in is executed with the enterprise AI application to log and track performance of the enterprise AI application.

Anmelder

Firma

Tata Consultancy Services Limited

Land

🇮🇳 Indien

Fachgebiete