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CAISA Program · Practice Tools

AI Practice Tools

Four structured tools to build your fluency in AI thinking — from systems mapping to solution design. Use these alongside your CAISA coursework or independently to sharpen your applied AI practice.

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The AI Compass

Orient yourself in the AI landscape. A structured map of AI concepts, capabilities, and their relationship to business and operational contexts — built for practitioners, not theorists.

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MCP Knowledge Map

Understand how Model Context Protocol works and where it applies. A visual knowledge map for those building or evaluating AI systems that need structured context and memory.

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AI Solution Build Complexity Map

Before you build, understand what you’re getting into. This map helps you evaluate the complexity of an AI solution — from simple automations to multi-agent systems — so you scope and plan with clarity.

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Part of the CAISA Program

These tools are designed to complement the Certified AI Solution Architect (CAISA) curriculum. If you are enrolled or exploring the program, learn more about CAISA here.