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AI Project Failure Diagnosis Report

This page defines a sample report structure for diagnosing failed or unstable AI-built projects.

Executive Summary

Summarize the project, current failure state, and recommended next move.

Failure Pattern

Identify whether the failure is architectural, product-related, workflow-related, demand-related, or operational.

Evidence Reviewed

List the code, product behavior, user flow, logs, requirements, and business assumptions reviewed.

Root Cause

State the main cause of failure and separate it from secondary symptoms.

Fix vs Rebuild vs Stop

Compare whether the project should be repaired, rebuilt, simplified, redesigned, or stopped.

Define the next action and what should not be done yet.