Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Designing Decision Systems: How Data and AI Turn Decisions into Business Outcomes

Designing Decision Systems: How Data and AI Turn Decisions into Business Outcomes

Ankit Rathi

Paperback

General Education

ISBN13: 9798904317867
Publisher: Notion Press
Published: Apr 24 2026
Pages: 218
Weight: 0.66
Height: 0.46 Width: 6.00 Depth: 9.00
Language: English

This book explores how modern organizations design, operate, and govern systems that convert observations of reality into better decisions. While data platforms, analytics, and machine learning have advanced rapidly, many organizations still struggle to translate these capabilities into consistent, measurable business impact.The central idea of this book is that the true purpose of data systems is not analysis, but decision-making. Using the framework Reality → Data → Intelligence → Decision → Action → Outcome → Learning, the book shows how data infrastructure, analytical models, and operational workflows can be integrated into decision intelligence systems that continuously improve over time.Beyond building these systems, the book emphasizes the importance of feedback loops, experimentation, and governance. It explains how organizations can ensure that decision systems remain reliable, aligned with objectives, and capable of learning without amplifying errors or unintended consequences.Written for data professionals, product managers, and business leaders, this book provides a systems-oriented approach to aligning data and AI with real organizational outcomes-transforming isolated capabilities into scalable, decision-driven performance.

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