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Involving before Evolving: A Vision for Trustworthy Enterprise Digital Twin Engineering

arXiv · AI, language, vision and robotics · article · Sep 11, 2026 · UTC

Enterprise Digital Twins (EDTs) promise data-driven decision support at organizational scale, but realizing them requires navigating siloed departments, tacit knowledge, and high-stakes decisions with long-horizon consequences. Existing approaches involve domain experts during model development but focus less on early organizational buy-in in EDTs. We present a vision for trustworthy EDT engineering grounded in an `involving before evolving' paradigm: rapidly involving stakeholders through a working prototype before evolving toward federation and full interoperability. Our three-stage approach

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Evidence & attribution

First collected: 2026-09-20T16:41:15.630Z. This is not the publication date.