#mittelstand
Comprehension Debt Is the Real AI Tax
AI-assisted engineers score 17% lower on comprehension of their own code. The codebase looks fine. The humans who shipped it can no longer reason about it under pressure.
Killing the Excel Workflow: How Mittelstand Teams Actually Replace Spreadsheets
A pragmatic migration pattern for replacing the shared Excel file that runs your business — without breaking operations or forcing change management.
GDPR by Design: Engineering Patterns for SMB Software (Not Legal Advice)
Concrete engineering patterns for residency, consent, deletion, audit logs, and vendor review — drawn from shipping products for German Mittelstand clients.
The 35% Flip: Why Teams Are Replacing SaaS With Custom Builds
The build-vs-buy math changed in 2024–2026. Here are the SaaS categories flipping first, a break-even model, and the ones to keep.
Why Mittelstand AI Projects Fail — and the Pattern That Actually Works
Mittelstand AI spend is shrinking while failure rates climb. The patterns are diagnosable — and the narrow-vertical approach that actually ships.
Security Before Speed: How the Mittelstand's Caution Became an AI-Era Advantage
German SMEs are outpacing their Silicon Valley counterparts on AI adoption while getting hit with fewer incidents. The caution turned out to be the moat.
Composable by Default: SaaS for Commodity, Custom for Competitive Advantage
A 5-point framework for drawing the SaaS/custom boundary, backed by 2025–2026 data on replacement rates, price inflation, and EU Data Act portability.