// Hacker Noon · 16 February 2026

How to Build an AI-Driven Loan Approval Workflow With Symfony 7.4 and Symfony AI

This tutorial demonstrates how to integrate generative AI into a deterministic Symfony Workflow to automate bank loan approvals. Using PHP 8.4, Symfony 7.4, and symfony/ai-bundle, the system scores loan applications with an LLM and dynamically routes them to approval, rejection, or manual review. Th...

Hacker Noon

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