Update README.md

README.md

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 <h1 align="center">AISA — Agentic AI Systems Architecture</h1>
 
-<p align="center"><em>Coming soon</em></p>
 
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@@ -26,19 +25,21 @@ A unified reference architecture for designing, deploying, and governing agentic
 </p>
 
 
-# AISA — Agentic AI Systems Architecture
 
-AISA (Agentic AI Systems Architecture) is a layered conceptual framework for
-the design, deployment, and governance of agentic AI systems.
+Recent advances in large language models have enabled agentic AI systems
+that can reason autonomously, plan actions, use tools, and interact with
+complex environments over multiple steps.
 
-Recent advances in large language models have enabled autonomous systems
-capable of reasoning, planning, tool use, and multi-step interaction with
-complex environments. However, existing agentic systems are often developed
-in fragmented and ad hoc ways, lacking a unified architectural structure.
+Despite this progress, many agentic systems are still built in fragmented
+and ad hoc ways, without a unified architectural framework that brings
+together reasoning, infrastructure, evaluation, governance, and ethical
+oversight.
 
-AISA provides a holistic reference architecture that integrates cognitive
+AISA (Agentic AI Systems Architecture) introduces a layered conceptual
+framework that provides a holistic reference architecture for the design,
+deployment, and governance of agentic AI systems. It unifies cognitive
 agent design, tool execution, orchestration infrastructure, continuous
 evaluation, deployment operations, and governance considerations into a
-single coherent model. The framework is intended to serve as a shared
-vocabulary and design blueprint for researchers, practitioners, and
-policymakers working on next-generation autonomous AI systems.
+single coherent model, intended to serve as a shared vocabulary and design
+blueprint for researchers, practitioners, and policymakers.
+