Agentic AI: A Quantitative Analysis of Performance and Applications PDF Free Download
1 / 9/9
100%
Agentic AI: A Quantitative Analysis of Performance and
Applications
.
Abstract:
Keywords:
1. Introduction
Journal of Advances in Artificial Intelligence
132
Volume 3, Number 2, 2025
1.1. Key Characteristics of Agentic AI
Key Attributes
Traditional AI
Agentic AI
Agentic AI Capabilities
AI Tools for
Agentic AI
Agentic AI
Advantages
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
Journal of Advances in Artificial Intelligence
133
Volume 3, Number 2, 2025
1.2. The Agentic AI Architecture
1.2.1. Core components of Agentic AI architecture
1.2.1.1. Perception module
o
o
o
1.2.1.2 Cognitive module
o
o
o
1.2.1.3. Action module
o
o
1.2.1.4. Learning module
o
1.2.2. Key features of Agentic AI architecture
•
•
•
•
•
Journal of Advances in Artificial Intelligence
134
Volume 3, Number 2, 2025
•
•
•
•
2. Methods
2.1. Research Design
2.2. Data Collection
2.2.1. Quantitative data
-
-
-
-
-
2.2.2. Qualitative data
2.3. Tools and Software
2.3.1. Data collection
-
-
2.3.2. Data analysis
-
-
-
2.3.3. Data visualization
-
-
2.3.4. Agentic AI frameworks
-
-
-
-
2.4. Data Analysis
Journal of Advances in Artificial Intelligence
135
Volume 3, Number 2, 2025
3. Results
3.1. Efficiency and Accuracy
Metric
Agentic AI
Traditional AI
p-value
p
p
p
3.2. Impact on Productivity and Decision-Making
Industry Sector
Productivity Improvement (%)
42
38
35
31
45
Journal of Advances in Artificial Intelligence
136
Volume 3, Number 2, 2025
3.3. Scalability and Adaptability
Organization Size
Average Implementation Time (weeks)
Success Rate (%)
3.4. Challenges and Limitations
•
•
•
•
Challenge
Percentage of Organizations (%)
Journal of Advances in Artificial Intelligence
137
Volume 3, Number 2, 2025
4. Discussion
4.1. Enhanced Efficiency and Accuracy
4.2. Industry-Specific Impact
4.2.1. Financial sector
4.2.2. Healthcare sector
4.3. Scalability and Implementation Challenges
4.4. Ethical Considerations and Skill Gap
Journal of Advances in Artificial Intelligence
138
Volume 3, Number 2, 2025
5. Future Directions
•
•
•
•
•
•
6. Conclusion
Journal of Advances in Artificial Intelligence
139
Volume 3, Number 2, 2025
Conflict of Interest
References
[1]
Journal of AI Research and Advances, 11(1)
[2]
Journal of AI Research and Advances, 11(2)
[3]
Journal of AI Research and Advances, 11
[4]
International Journal of Advanced Trends in Computer
Applications, 11(3)
[5] Artificial Intelligence: The Era of New Industrial Revolution
[6]
[7]
[8]
[9]
[10]
Business Wire
[11]
[12]
Journal of Advances in Artificial Intelligence
140
Volume 3, Number 2, 2025
