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AISA-Framework (AISA: A Unified Architecture for Agentic AI Systems)
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\n

\n\n

\n A unified reference architecture for agentic AI systems
\n \n A reference architecture proposed by Tuwaiq Academy\n
\n \n Design · Evaluation · Governance · Deployment\n \n

\n\n\n

\n \n 📄 Read the Paper\n \n \n 🤗 HuggingFace Space\n \n

\n\n
\n\n

What is AISA?

\n\n

\n AISA is an implementation-neutral reference architecture for building\n agentic AI systems. It formalizes how reasoning, execution,\n infrastructure, evaluation, and governance interact to produce\n reliable, scalable, and auditable agent behavior.\n

\n\n
\n\n

Architecture Overview

\n\n

\n The following diagram presents the high-level structure of AISA, showing how intelligence,\n cognition, tooling, evaluation, deployment, and governance layers interact within an agentic system.\n

\n\n

\n \"Agentic\n

\n\n
\n\n

Documentation

\n\n
\n \n \n \n \n \n \n \n
\n \n 📐 Architecture\n \n \n \n 📜 Contracts\n \n \n \n 🧭 Roadmap\n \n \n \n 📖 DOI\n \n
\n
\n\n
\n\n

Citation

\n\n
\nNacar, O., Deema, A., & Mohammed, A. (2026). AISA: A Unified Architecture for Agentic AI Systems. Zenodo. https://doi.org/10.5281/zenodo.18161880\n
\n\n

\n Status: Active development · ACL submission under review · License: CC BY 4.0\n

","html":"

\n \"Agentic\n

\n\n

\n A unified reference architecture for agentic AI systems
\n \n A reference architecture proposed by Tuwaiq Academy\n
\n \n Design · Evaluation · Governance · Deployment\n \n

\n\n\n

\n \n 📄 Read the Paper\n \n \n 🤗 HuggingFace Space\n \n

\n\n
\n\n

What is AISA?

\n\n

\n AISA is an implementation-neutral reference architecture for building\n agentic AI systems. It formalizes how reasoning, execution,\n infrastructure, evaluation, and governance interact to produce\n reliable, scalable, and auditable agent behavior.\n

\n\n
\n\n

Architecture Overview

\n\n

\n The following diagram presents the high-level structure of AISA, showing how intelligence,\n cognition, tooling, evaluation, deployment, and governance layers interact within an agentic system.\n

\n\n

\n \"Agentic\n

\n\n
\n\n

Documentation

\n\n
\n \n \n \n \n \n \n \n
\n \n 📐 Architecture\n \n \n \n 📜 Contracts\n \n \n \n 🧭 Roadmap\n \n \n \n 📖 DOI\n \n
\n
\n\n
\n\n

Citation

\n\n
Nacar, O., Deema, A., & Mohammed, A. (2026). AISA: A Unified Architecture for Agentic AI Systems. Zenodo. https://doi.org/10.5281/zenodo.18161880\n
\n\n

\n Status: Active development · ACL submission under review · License: CC BY 4.0\n

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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

Agentic AI Systems Architecture (AISA)

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.

Agentic AI Systems Architecture Diagram


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

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