Research Area

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.

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

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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.

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