Impetora blog

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

• Architecture/Updated 2026-04-27/11 min read

  Building AI systems that survive audit

  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 more →
• Methodology/Updated 2026-04-27/12 min read

  Enterprise AI implementation roadmap for 2026

  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 more →
• Regulation/Updated 2026-04-27/13 min read

  EU AI Act readiness checklist for CIOs

  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 more →
• Architecture/Updated 2026-04-27/12 min read

  Custom AI vs vendor platforms in 2026

  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 more →