Blog
Technical articles and field insights on AI, automation, supply chain, and robot safety. By the Hetev team.
Safety & regulation2026-09-22
Machinery Regulation 2023/1230: what actually changes for AGVs and AMRs
On 20 January 2027, Regulation (EU) 2023/1230 replaces the Machinery Directive — with no grace period. Safety software, cybersecurity, substantial modification, self-evolving AI: a tour of the changes that really matter for mobile robots.
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AI & Automation2026-03-15
Why 60% of an AI project is knowledge extraction
The most critical part of an AI project isn't the model or the integration. It's what lives inside your experts' heads.
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ISO 420012026-03-08
ISO 42001: certification vs real AI risk management
Most companies confuse certification with risk management. It's a costly mistake.
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SW/HW Integration2026-02-28
Firmware bugs that aren't firmware bugs
Most 'firmware bugs' I find on engagements aren't firmware bugs at all. They're integration assumptions that were never validated.
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