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The AI Decision Architecture in Finance AiDA(TM): The D.C.R.A.D.O.(TM) Principle: From Prompts to Structured, Controlled, and Scalable Decision-Making
Paperback
Series: Responsible AI Decision Systems in Finance, Book 1
Business GeneralInvesting & FinanceGeneral Computers
Publisher: Independently Published
Published: Apr 5 2026
Pages: 660
Weight: 2.28
Height: 1.33 Width: 6.69 Depth: 9.61
Language: English
In today's financial markets, the challenge is no longer access to data or artificial intelligence.
The real challenge is how to structure decisions in a world where AI participates directly in analysis, interpretation, and execution.
This book introduces a new framework:
The AI Decision Architecture (AiDA(TM))
A structured system that transforms artificial intelligence from a tool into a governed decision infrastructure.
At the core of this architecture lies the:
D.C.R.A.D.O.(TM) Principle
Define - Contextualize - Retrieve - Analyze - Decide - Oversee
A practical methodology for designing AI-supported decisions that are:
- structured
- auditable
- scalable
- aligned with real-world financial environments
What You Will Discover
- How to move from simple prompts to full AI decision systems
- How to structure AI outputs into decision-ready insights
- How to design institutional-grade workflows
- How to embed control, governance, and oversight into AI
- How to apply AI across:
- trading
- portfolio management
- macroeconomic analysis
- risk and compliance
Who This Book Is For
- Traders and investors
- Portfolio managers
- Risk and compliance professionals
- Financial institutions and fintech leaders
- Anyone building AI-driven decision systems
This is not a technical book.
It is a strategic and operational guide for professionals who want to move beyond experimentation and build real, structured, and controlled AI decision environments.
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