AI & Intelligent Systems

Peer-reviewed research on generative AI, autonomous agents, machine learning, natural language processing and the evaluation of intelligent systems in production environments.

Topics of Interest

Generative AI
AI agents
Machine learning
Natural language processing
AI evaluation
Enterprise AI
Intelligent systems

Published in this Area

1 article

JIPCET 2026; 3(2)

22 Jul 2026

pp. 1–40

Evaluating Agentic AI Architectures for Enterprise Applications: A Multi-Site Controlled Comparison of Orchestration Patterns

Ruth Okonkwo, Hannah Lindqvist, Simon Marsh, Elena Vasquez

We compare three agent orchestration patterns across twelve enterprise workflows, finding that constrained tool-calling improves reliability by 31% relative to unconstrained chains.

Read article →