From Concept to Code: Engineering AI Applications with Functional Models

https://aiworldjournal.com/from-concept-to-code-engineering-ai-applications-with-functional-models/

Engineering AI with Functional Models 1 source This document, from AI World Journal, focuses on AI Engineering, explaining it as the practice of applying engineering principles to the entire lifecycle of an AI application, not just the model itself. A core concept introduced is the functional model, described as a high-level blueprint that illustrates how an AI system processes information from input to output. The article outlines a 7-step process for building AI applications using functional models, highlighting their benefits for development clarity, collaboration, and scalability. A real-world example of an AI-powered health assistant demonstrates how this approach simplifies design and implementation. Ultimately, the article emphasizes that utilizing functional models provides a structured and testable foundation for creating reliable AI applications, moving them beyond prototypes to production.