---
title: "Impetora blog"
description: "Implementation guides, regulatory analysis, and architecture patterns for enterprise AI."
url: https://impetora.com/blog
author: Impetora
---

# Impetora blog

> Implementation guides, regulatory analysis, and architecture patterns for enterprise AI.

## Posts

### Building AI systems that survive audit

Category: Architecture / Updated 2026-04-27 / 11 min read

How to design custom AI for regulated environments using the TRACE methodology - what auditable architecture actually looks like, and the five mistakes that keep enterprise AI stuck in pilot.

Read: https://impetora.com/blog/building-ai-systems-that-survive-audit
Markdown: https://impetora.com/md/blog/building-ai-systems-that-survive-audit

### Enterprise AI implementation roadmap for 2026

Category: Methodology / Updated 2026-04-27 / 12 min read

A 90-day roadmap for an enterprise's first production AI deployment. Discovery deliverables, pilot scope, production criteria, and the timing mistakes that cost the biggest programmes a year.

Read: https://impetora.com/blog/enterprise-ai-implementation-roadmap-2026
Markdown: https://impetora.com/md/blog/enterprise-ai-implementation-roadmap-2026

### EU AI Act readiness checklist for CIOs

Category: Regulation / Updated 2026-04-27 / 13 min read

A 25-item checklist a CIO or CTO can run against an existing AI inventory in an afternoon. Article-by-article timelines, risk-classification process, and what the obligations look like in practice.

Read: https://impetora.com/blog/eu-ai-act-readiness-checklist-for-cios
Markdown: https://impetora.com/md/blog/eu-ai-act-readiness-checklist-for-cios

### Custom AI vs vendor platforms in 2026

Category: Architecture / Updated 2026-04-27 / 12 min read

A decision framework for build vs buy vs hybrid in enterprise AI. Four patterns favouring custom, four favouring platforms, and the cost-shape comparison that matters more than the licence price.

Read: https://impetora.com/blog/custom-ai-vs-vendor-platforms-2026
Markdown: https://impetora.com/md/blog/custom-ai-vs-vendor-platforms-2026