Agentic AI Platforms: From Generative Models to Autonomous Systems | AGPH Books
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Book Title: Agentic AI Platforms: From Generative Models to Autonomous Systems | AGPH Books
Agentic AI Platforms: From Generative Models to Autonomous Systems presents a comprehensive academic exploration of the technologies, architectures and practices shaping the transition from generative artificial intelligence to intelligent, autonomous enterprise systems. It establishes the foundations of agentic platforms through enterprise reference architectures, cognitive architecture patterns, multi-agent systems and orchestration layers, before examining foundation models, Amazon Bedrock, model evaluation, retrieval-augmented generation, fine-tuning and custom AI services. The book develops the technological foundations required for connected and scalable agent ecosystems, addressing Model Context Protocol (MCP), agent-to-agent communication, interoperability and cloud-native infrastructure on AWS. It further examines intelligent automation, workflow orchestration, human-in-the-loop mechanisms, autonomous decision support, AI copilots and digital workers. Scientific workflows, digital laboratories and genomics applications extend these concepts into research, bioinformatics, precision medicine and autonomous scientific discovery. Security, trust and governance remain central throughout, encompassing agent identity, authentication, authorisation, zero-trust architectures and regulatory compliance. Industry applications across financial services, healthcare, pharmaceuticals, cybersecurity and manufacturing demonstrate practical relevance, while the concluding discussions explore reinforcement learning, digital twins, autonomous enterprises and emerging pathways towards artificial general intelligence.
About The Publisher:
AGPH Books is a professional self-book publishing house based in Central India, specializing in academic, professional, fiction, and non-fiction books in print, digital, and audio formats. The publishing house produces textbooks, research and reference works, biographies, self-help titles, children's books, literary fiction, poetry, and general interest publications. With a transparent publishing process and strong digital distribution, AGPH Books ensures global availability through Google Books, Amazon, Flipkart, and its official website store, supporting authors and institutions in reaching a wide and diverse readership.
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About the Author
Avinash Yeluri is a Sr. Cloud Architect with over 12 years of experience in enterprise cloud computing, distributed systems, and intelligent automation. Recognized as a practitioner-researcher at the intersection of cloud infrastructure and artificial intelligence, he specializes in designing and delivering large-scale autonomous systems, multi-agent AI platforms, and intelligent cloud operations for Fortune 500 enterprises across healthcare, financial services, and retail. As a researcher, he has contributed to several publications in international journals and IEEE/Springer conferences in the areas of AIOps, multi-agent coordination, and autonomous cloud operations. A passionate advocate for continuous innovation and knowledge-sharing, Avinash frequently engages as a conference speaker, technical mentor, and author. Beyond his professional achievements, Avinash has been instrumental in fostering industry-academia collaborations delivering guest lectures at engineering institutions, mentoring early-career cloud engineers, and authoring reusable open-source frameworks that have been adopted across multiple organizations. With a blend of deep hands-on delivery experience, having led global engineering teams on large-scale cloud transformation programs and active research in multi-agent systems, predictive intelligence, and autonomous operations, Avinash brings a rare practitioner's perspective to the rapidly evolving field of agentic AI. His work demonstrates that autonomous systems are not theoretical constructs but production realities, and this book distills those insights for architects, engineers, and technology leaders building the next generation of intelligent platforms.
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