Banking 3.0

Architecting AI Agents and Autonomous Financial Systems for the Next Generation of Banking
1. Auflage 2027
ISBN: 979-8-8688-3457-8
Verlag: APRESS L.P.

Buch, Englisch, Format (B × H): 178 mm x 254 mm

Understand what changes when artificial intelligence moves beyond prediction and conversation and begins to act.  explains the architecture required for banks to introduce AI agents without losing the trust, control, and financial truth on which banking depends.

The book follows the evolution of banking through three overlapping eras. Banking 1.0 records through durable systems of record; Banking 2.0 connects those systems through cloud platforms, APIs, events, data, digital channels, and machine learning; Banking 3.0 adds a new software actor that can interpret objectives, gather context, reason, invoke permitted capabilities, observe outcomes, and continue work. Along the way, the book maps the seven architectural domains beneath the agent--systems, data, integration, security, solution architecture, DevOps, and AI architecture.

Rather than treating agentic AI as a standalone technology, the book places it inside the accumulated architecture of a modern financial institution. Banking journeys show how work moves from human execution, to platform-generated insight, to governed software agency. Commercial technologies and AI platforms appear where they illustrate architectural patterns, while the focus remains on the principles that endure across vendors: grounding, tools, authority, evidence, human oversight, observability, evaluation, governance, and safe action.

What You Will Learn:

• Understand how Banking 1.0, Banking 2.0, and Banking 3.0 coexist inside modern financial institutions.

• Map the seven architectural domains an AI agent inherits: systems, data, integration, security, solution, DevOps, and AI.

• Explain how models, RAG, vector databases, orchestration, tools, context, memory, and grounding work together in an agent.

• Design for the four foundations of trusted agency: grounding, tools, authority, and evidence.

• Assess where agents can act autonomously, where human oversight belongs, and how actions should be governed and observed.

• Follow banking journeys from legacy transaction processing and digital insight to agentic execution across enterprise systems.

This Book Is For:

Enterprise architects, solution architects, technology leaders, banking and fintech executives, AI leaders, engineering and platform leaders, and professionals responsible for modernizing regulated financial-services architecture. It is also suitable for experienced practitioners who need to understand how agentic AI fits into existing banking systems and controls.

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Rafi, Umar

Fachgebiete

• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik

Inhaltsverzeichnis

- Chapter 1: Windows Onto a Ledger.- 2. Chapter 2: The Architecture Beneath the Agent.- 3. Chapter 3: The Machine That Can Be Given a Job.- 4. Chapter 4: Inside the Agent: The Technical Anatomy.- 5. Chapter 5: The Banking 1.0 Journey: The Human Carries the Work.- 6. Chapter 6: The Banking 2.0 Journey: The Platform Carries the Insight.- 7. Chapter 7: The Banking 3.0 Journey - The Agent Carries the Work.

Über Autor(innen)

Umar Rafi has over twenty-five years of experience across financial services, enterprise software, cloud transformation, and emerging AI. He has worked in the financial services verticals at Salesforce and Oracle and has led multiple digital transformations across AMER and EMEA spanning traditional Banking 1.0 and Banking 2.0 architectures and the emerging agentic architectures of Banking 3.0. He has also held technology leadership roles at three fintech startups and is currently CEO of Sayaa.ai. He is a Salesforce Certified Technical Architect and holds a B.S. in Applied Mathematics, a master’s degree in computer science, and a Ph.D. in Finance.