AI & ML interests
Agentic AI, Large Language Models, AI System Architecture, Autonomous Agents, Tool-Augmented Language Models, Long-Horizon Reasoning, AI Evaluation, Governance-Aware AI Systems
Recent Activity
Articles
A unified reference architecture for agentic AI systems
A reference architecture proposed by Tuwaiq Academy
Design · Evaluation · Governance · Deployment
📄 Read the Paper 🤗 HuggingFace Space
What is AISA?
AISA is an implementation-neutral reference architecture for building agentic AI systems. It formalizes how reasoning, execution, infrastructure, evaluation, and governance interact to produce reliable, scalable, and auditable agent behavior.
Architecture Overview
The following diagram presents the high-level structure of AISA, showing how intelligence, cognition, tooling, evaluation, deployment, and governance layers interact within an agentic system.
Documentation
Citation
Nacar, O., Deema, A., & Mohammed, A. (2026). AISA: A Unified Architecture for Agentic AI Systems. Zenodo. https://doi.org/10.5281/zenodo.18161880
Status: Active development · ACL submission under review · License: CC BY 4.0