Sign In Start Free Trial
Account

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying Architectures for the Intelligent AI-Ready Enterprise
  • Table Of Contents Toc
Architectures for the Intelligent AI-Ready Enterprise

Architectures for the Intelligent AI-Ready Enterprise

By : Boris Bialek, Sebastian Rojas Arbulu, Taylor Hedgecock
close
close
Architectures for the Intelligent AI-Ready Enterprise

Architectures for the Intelligent AI-Ready Enterprise

By: Boris Bialek, Sebastian Rojas Arbulu, Taylor Hedgecock

Overview of this book

AI is reshaping industries, yet most organizations struggle to scale beyond pilots. Architectures for the Intelligent AI-Ready Enterprise bridges this gap with practical frameworks for building AI-ready architectures that deliver lasting business value. The book helps you explore System of Action databases and see why they're revolutionizing real-time decision-making. Through real-world applications across industries, from manufacturing and healthcare to financial services and retail, you'll discover how leading organizations transform their operations. You'll learn semantic data protection techniques that enable AI in regulated industries, as well as master advanced patterns including agentic AI and multi-agent orchestration. Written by MongoDB and industry practitioners, this book combines strategy with technical depth and proven business value. You’ll modernize by enabling AI innovation while preserving existing investments, implement trustworthy AI with governance frameworks, and build scalable solutions using a unified data platform like MongoDB that delivers measurable ROI and transformation. Whether you're architecting next-generation systems or modernizing legacy infrastructure, this book provides the patterns, case studies, and expert guidance to build enterprises that’ll thrive in an intelligent future.
Table of Contents (26 chapters)
close
close
Lock Free Chapter
1
Part 1: AI and Key Concepts
7
Part 2: Real-World Case Studies and Implementations
19
Part 3: The Future of Intelligent Enterprise
24
Index
25
Other Books You May Enjoy

Summary

This chapter explored the crucial role of system of action databases in order to build effective GenAI solutions. We examined the limitations of traditional data management approaches and presented an alternative paradigm centered on the document model. Key aspects discussed include unified access to diverse data sources, improved data quality and consistency, real-time context for RAG, scalability, security and governance, and the importance of aligning data structures with model design for optimal performance and accuracy.

The primary benefit of a well-designed system of action database, based on the document model, is its ability to provide real-time, context-sensitive, and holistic access to diverse data, essential for reasoning, causal analysis, and generating accurate, relevant outputs. This approach differs from traditional data warehousing by providing a unified view of enriched data optimized for RAG, model training, and fine-tuning. This results in GenAI solutions...

CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
Architectures for the Intelligent AI-Ready Enterprise
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected

Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon