AI Solution Analyzer (Metadata Intelligence)

AI-powered pre-deployment validator that catches misconfigurations in process design, forms, and permissions before going live.

Overview

Designed an AI-powered pre-deployment validator that reviews process design, forms, workflow steps, and permissions to surface misconfigurations before a process goes live. Classifies findings as 'Critical' (compliance/security risks) or 'Suggestions' (best practices).

Approach

Studied process admin failure modes to understand where production defects most commonly originated. Designed a severity-tiered issue classification (Critical vs. Suggestions) with in-context 'Locate' actions that deep-link to the exact problem element. Added background analysis runs so admins aren't blocked while the analyzer works.