Enterprise AI Application Governance

The methodology for governing what your staff has already built with AI.

Vibe-coded applications are technical debt with a faster accumulation curve and a larger blast radius. This is the practitioner’s framework for IT leaders and enterprise architects who need to inventory, score, and systematically remediate AI-generated application risk across the portfolio.

Engage the Methodology How it works

Paid engagement required — no free audits. You get senior attention, not a sales funnel.

Inventory

Structured discovery methodology for surfacing AI-generated applications across business units — including the ones deployed outside IT’s visibility.

Score

Multi-dimensional risk scoring across security posture, compliance exposure, operational dependency, and update surface area.

Remediate

Tiered remediation playbooks by risk level: immediate retirement, hardening-in-place, supervised handoff to engineering, or formal adoption.

Engage the Methodology

Paid engagement. We run the Vibe Code Debt methodology inside your enterprise and deliver a scored portfolio with a prioritized governance roadmap.

Engage the Methodology Schedule