Beyond PLM (Product Lifecycle Management) Blog https://beyondplm.com/ Information About PLM, Engineering And Manufacturing Software by Oleg Shilovitsky... Sun, 26 Apr 2026 19:35:28 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 https://beyondplm.com/wp-content/uploads/2016/12/cropped-beyondplmlogo-32x32.jpg Beyond PLM (Product Lifecycle Management) Blog https://beyondplm.com/ 32 32 AI-Native PLM Implementation: Why Vibe Coding and Product Memory Will Replace Traditional Configuration https://beyondplm.com/2026/04/26/ai-native-plm-implementation-why-vibe-coding-and-product-memory-will-replace-traditional-configuration/ https://beyondplm.com/2026/04/26/ai-native-plm-implementation-why-vibe-coding-and-product-memory-will-replace-traditional-configuration/#comments Sun, 26 Apr 2026 19:35:26 +0000 https://beyondplm.com/?p=20384 A few weeks ago, I asked a question that sounded provocative, but also increasingly practical: can we vibe code the...

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]]> https://beyondplm.com/2026/04/26/ai-native-plm-implementation-why-vibe-coding-and-product-memory-will-replace-traditional-configuration/feed/ 15 Product Memory Architecture: How PLM Loses Engineering Knowledge and What Comes Next https://beyondplm.com/2026/04/25/product-memory-architecture-how-plm-loses-engineering-knowledge-and-what-comes-next/ https://beyondplm.com/2026/04/25/product-memory-architecture-how-plm-loses-engineering-knowledge-and-what-comes-next/#comments Sat, 25 Apr 2026 13:37:59 +0000 https://beyondplm.com/?p=20381 Why the PLM industry is converging on the same problem This article is a summary of thoughts that have been...

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]]> https://beyondplm.com/2026/04/25/product-memory-architecture-how-plm-loses-engineering-knowledge-and-what-comes-next/feed/ 17 From Flexible Data Model to Adaptive PLM: My ACE 2026 Retrospective https://beyondplm.com/2026/04/19/from-flexible-data-model-to-adaptive-plm-my-ace-2026-retrospective/ https://beyondplm.com/2026/04/19/from-flexible-data-model-to-adaptive-plm-my-ace-2026-retrospective/#comments Mon, 20 Apr 2026 02:54:27 +0000 https://beyondplm.com/?p=20352 At most enterprise software conferences this year, you hear the word AI so often it starts to become wallpaper. That...

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]]> https://beyondplm.com/2026/04/19/from-flexible-data-model-to-adaptive-plm-my-ace-2026-retrospective/feed/ 109 AI Enterprise Lock-In: The Next PLM Trap Is Your Engineers, Not Your CAD Files https://beyondplm.com/2026/04/13/ai-enterprise-lock-in-the-next-plm-trap-is-your-engineers-not-your-cad-files/ https://beyondplm.com/2026/04/13/ai-enterprise-lock-in-the-next-plm-trap-is-your-engineers-not-your-cad-files/#comments Mon, 13 Apr 2026 17:06:10 +0000 https://beyondplm.com/?p=20348 The Leaked Code That Revealed the Next Lock-In Era A few weeks ago, a packaging error pushed half a million...

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]]> https://beyondplm.com/2026/04/13/ai-enterprise-lock-in-the-next-plm-trap-is-your-engineers-not-your-cad-files/feed/ 118 Why PLM Must Be Re-Architected for AI Agents https://beyondplm.com/2026/04/03/plm-re-architecture-ai-agents/ https://beyondplm.com/2026/04/03/plm-re-architecture-ai-agents/#comments Fri, 03 Apr 2026 18:23:22 +0000 https://beyondplm.com/?p=20344 The Claude Code leak exposed something more important than Anthropic’s unreleased features. It exposed what production AI systems are actually...

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]]> https://beyondplm.com/2026/04/03/plm-re-architecture-ai-agents/feed/ 166 PLM Single Source of Truth: Why It Was Never the Final Answer (And What Comes Next) https://beyondplm.com/2026/03/28/plm-single-source-of-truth-why-it-was-never-the-final-answer-and-what-comes-next/ https://beyondplm.com/2026/03/28/plm-single-source-of-truth-why-it-was-never-the-final-answer-and-what-comes-next/#comments Sat, 28 Mar 2026 17:29:31 +0000 https://beyondplm.com/?p=20340 I have been writing about Single Source of Truth for a long time. If you have been following Beyond PLM,...

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]]> https://beyondplm.com/2026/03/28/plm-single-source-of-truth-why-it-was-never-the-final-answer-and-what-comes-next/feed/ 107 PLM’s OpenClaw Moment: How AI Agents Will Break Closed Systems https://beyondplm.com/2026/03/22/plms-openclaw-moment-how-ai-agents-will-break-closed-systems/ https://beyondplm.com/2026/03/22/plms-openclaw-moment-how-ai-agents-will-break-closed-systems/#comments Mon, 23 Mar 2026 01:30:23 +0000 https://beyondplm.com/?p=20335 Why the future of PLM depends on making product data accessible, understandable, and usable for AI agents A few weeks...

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]]> https://beyondplm.com/2026/03/22/plms-openclaw-moment-how-ai-agents-will-break-closed-systems/feed/ 89 Can We Vibe Code the Next PLM? https://beyondplm.com/2026/03/22/ai-plm-vibe-coding-product-memory/ https://beyondplm.com/2026/03/22/ai-plm-vibe-coding-product-memory/#comments Sun, 22 Mar 2026 16:10:50 +0000 https://beyondplm.com/?p=20330 Something has shifted in my conversations with prospects and customers. It used to come up occasionally. Now it’s hard to...

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]]> https://beyondplm.com/2026/03/22/ai-plm-vibe-coding-product-memory/feed/ 15 Why “Product Memory” Triggered Such a Strong Reaction (and What It Reveals About PLM’s Missing Layer) https://beyondplm.com/2026/03/18/why-product-memory-triggered-such-a-strong-reaction-and-what-it-reveals-about-plms-missing-layer/ https://beyondplm.com/2026/03/18/why-product-memory-triggered-such-a-strong-reaction-and-what-it-reveals-about-plms-missing-layer/#comments Wed, 18 Mar 2026 21:01:17 +0000 https://beyondplm.com/?p=20327 Understanding the gap between PLM, Digital Thread, and the need to preserve product reasoning. The Reaction Was the Real Story...

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]]> https://beyondplm.com/2026/03/18/why-product-memory-triggered-such-a-strong-reaction-and-what-it-reveals-about-plms-missing-layer/feed/ 47 AI Harness for PLM and Manufacturing: Files, Workflows, or Product Memory? https://beyondplm.com/2026/03/08/ai-harness-plm-manufacturing/ https://beyondplm.com/2026/03/08/ai-harness-plm-manufacturing/#comments Sun, 08 Mar 2026 15:59:35 +0000 https://beyondplm.com/?p=20321 AI harness is an interesting topic. Over the past year, most discussions about AI have focused on models. Which model...

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