Apr 23 · 12 min read · TL;DR: Most AI pilots stall before production. This 90-day framework covers scoping, KPIs, kill criteria, and the handoff checklist for European SME teams. Consider a 35-person logistics software firm in Rotterdam. Six months ago, the operations lea...
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Apr 17 · 9 min read · TL;DR: Runbook for European SMEs running AI in production: incident classification, cost monitoring, model versioning, and a 30-day rhythm. Running AI tools in production is a different problem from choosing which tools to buy. Why this matters: a 2...
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Jan 31 · 3 min read · Introduction As AI systems scale in 2026, data annotation costs are becoming a strategic decision rather than a procurement afterthought. Teams are no longer choosing annotation partners based only on hourly rates — they’re optimizing for accuracy, t...
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Feb 6, 2023 · 8 min read · Imagine a world where you can enjoy the coastline lifestyle with ease, as AI automates the tedious tasks of monitoring and fixing IT issues in real-time. This article will help you dive into the exciting world of AIOps, and learn why it's a must-have...
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