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Field Notes aus Piloten, Meinungen dazu, wohin industrielle KI geht, und Engineering-Deep-Dives darüber, wie Foreman-Agenten tatsächlich über Ihre Daten argumentieren.

Aktuell

Branche26. Mai 2026· 7 min read

After Hannover Messe, the gap that didn't close

Six weeks ago, Siemens, NVIDIA, and ABB turned agentic manufacturing into a product roadmap. We watched from a stamping plant in Klang. Here's what the announcements validated, and the part they don't reach.

Aesthon Labs·Founding team
  • Branche22. Apr. 2026· 6 min read

    The decision layer above the dashboard

    Dashboards report. Decisions act. The gap between them is where Tier-1 and Tier-2 plants quietly burn their best engineering hours.

    Aesthon Labs·Founding team
  • Field Notes8. Apr. 2026· 8 min read

    What we learned in three Tier-2 stamping plants

    Three plants. Three different MES vendors. The same Monday meeting. Here's what an agentic decision layer actually changes when it lands on the floor.

    Aesthon Labs·Customer success
  • Meinung19. März 2026· 4 min read

    OEE meetings shouldn't be the bottleneck

    Every plant we visit runs OEE meetings. Almost no plant we visit thinks they're effective. Here's why we're betting agents will eat them.

    Aesthon Labs·Founding team
  • Engineering2. März 2026· 12 min read

    How Foreman agents reason about root cause

    A working note on how we ground LLM reasoning in MES events, historian signals, and SOPs, without hallucinating actions onto your line.

    Aesthon Labs·Product team
  • Unternehmen14. Feb. 2026· 5 min read

    Why Malaysia first

    Why a deep-tech startup chose Tier-1/Tier-2 Malaysian automotive plants as the first customers, and what we believe that lets us build that a Bay Area founder couldn't.

    Aesthon Labs·Founding team

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