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Data Quality Prerequisites for PLM AI: How Are You Approaching BOMs and Part Classification?
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8
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4
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June 6, 2026
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Taming BOM Chaos with Disciplined Part Classification and Governance
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6
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4
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June 5, 2026
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How to prioritize BOM accuracy vs CAD extraction vs part deduplication?
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8
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11
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May 23, 2026
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Implementing approval workflows for AI-generated component designs
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2
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5
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May 3, 2026
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Who owns AI-generated designs in our PLM system?
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7
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4
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April 28, 2026
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Who owns AI-generated designs? Sorting out IP and approval workflows
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8
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5
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April 26, 2026
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Generative design ROI reality check: When do the cycle time gains justify the manufacturing headaches?
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8
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2
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April 16, 2026
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Getting generative design outputs past DFM review—cost vs. feasibility trade-offs?
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7
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5
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April 5, 2026
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Generative Design ROI: How to Validate Manufacturing Feasibility Before Scaling?
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7
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4
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March 23, 2026
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Closing the digital twin loop: feeding operational field performance data back into PLM for AI-assisted design iteration
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6
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7
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March 6, 2026
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Multi-physics simulation AI beyond topology optimization: what is production-ready for coupled thermal-structural and fluid-structure problems?
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4
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4
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March 2, 2026
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AI-generated design geometry and EU AI Act: how are PLM teams handling IP ownership and patent inventorship?
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6
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4
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February 28, 2026
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How do you get senior design engineers to trust AI-generated recommendations in PLM?
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7
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6
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February 14, 2026
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Getting engineers comfortable with AI-suggested design changes
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8
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6
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January 28, 2026
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Shifting engineer mindset from 'not invented here' to trusting AI design recommendations
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7
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4
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January 16, 2026
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AI design review tool flagging constraints — but which ones are real?
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7
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4
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January 9, 2026
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AI design validation tools flagging noise instead of real issues—how do you establish trust?
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7
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4
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December 25, 2025
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Learned the Hard Way: Why Our AI Design Validator Worked in Pilot but Failed at Scale
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3
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8
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December 12, 2025
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Best practices for CAD plugin deployment with real-time AI suggestions?
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7
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4
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December 8, 2025
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CAD-AI Plugin Rollout: Striking the Right Balance Between Automation and Engineer Control
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8
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5
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November 26, 2025
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Balancing plugin-based AI vs. API-first integration for CAD workflows
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8
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5
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November 21, 2025
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