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AI Adoption for companies in the USA

This is the extension of the original article AI Adoption for companies (based on OECD data) What US Companies Are Actually Spending — And Where It Maps The OECD data gives you the strategic framework. US-specific data gives you a reality check on spending. Here is what verified US sources report.   Adoption in the […]

AI Adoption for companies (based on OECD data)

  Why You Need to Read This Now Between 2020 and 2024, the share of firms using AI across OECD countries more than doubled — from 5.6% to 14%. Large firms (250+ employees) are at 40% adoption. Small firms (10–49 employees) are at 11.9%. Mid-sized firms sit in the middle at 20.4%. That gap is […]

SOC 2 Type 2 mapping to Secure SDLC Requirements

We started to talk about the SOC2 Type 2 certification and I feel that we neglected it a bit. I wrote a bit about SDLC, Secure SDLC in particular, but now it is time to bring them together.   SOC 2 Type 2 and Secure SDLC — the big picture SOC 2 Type 2 evaluates whether […]

EU Cyber Resilience Act (CRA) – Overview

Contents Toggle What is the Cyber Resilience Act – CRA Timeline & Legal Effect Key Requirements & Obligations Why It Matters CRA Product Classification Criteria & Examples Assessment & conformity requirements per class Examples of Software Products Classification Further reading and sources What is the Cyber Resilience Act – CRA The Cyber Resilience Act is […]

From Idea to Proof of Concept to MVP – 3 article series

This is a a developer focused guide in three parts to evolving code, architecture, and processes with the purpose of turning a raw concept into a usable product. This process is one of the hardest parts of software development. Teams often jump into implementation too early, or they build something polished before testing whether the […]