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Welcome to AI: From Strategy to ROI

Practical guidance for turning Generative and Agentic AI from pilots into governed, measurable results. Whether you set strategy, lead people or build AI systems, there is a clear path for you here.

Pick your path

If you’re new to Generative and Agentic AI:

• Generative & Agentic AI Foundations

• AI Prompt & Context Engineering

If you lead (or will lead) AI strategy and adoption:

• AI Adoption Strategies

• AI & People

• AI and Data Readiness

• AI Risk Management

If you build AI systems (or want to):

• Agentic AI Architecture & Design Patterns

• Agentic AI Harness Engineering

• AI Retrieval Augmented Generation (RAG)

• Agentic AI Deployment & Scaling

• Agentic AI Observability & Evaluation

If you govern, secure or manage risk for AI systems:

• Agentic AI Governance, Controls & Guardrails

• AI Risk Management

• AI Security Management

• Agentic AI Regulatory Landscape

If you work in financial services:

• AI in the Financial Sector

Browse all 15 topics

See every topic on the Topics page, arranged from basic to advanced, with more coming soon.

About the author

Hany Tadros is a technology and AI executive with 25+ years in financial services technology, an MIT Applied Agentic AI graduate and a certified AI trainer. Read more on the About page.

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