AI: From Data Chaos to Digital Twin Clarity
Madalina Florean, Director of AI, Cadmatic
In this solution-oriented presentation, Madalina Florean, Director of AI at Cadmatic, unveiled how AI is transforming the digital twin from a static concept into a living, breathing system—by resolving one of industry’s most stubborn challenges: data chaos.
Madalina Florean outlined the reality many project teams face—siloed systems, scattered data, outdated drawings, and poor collaboration that lead to delays, rework, and mistrust. She argued that for digital twins to truly deliver value, they must offer real-time, consistent, and contextual information to every stakeholder, from engineering and procurement to operations and finance.
Enter AI agents—purpose-built tools that automate tagging, catalog updates, design validation, and workflow orchestration. From maintaining live vendor specifications to re-routing piping systems based on updated component data, Cadmatic’s AI agents ensure that teams stay aligned, reduce manual overhead, and deliver projects on time and within budget.
The presentation showcased how AI can cut library creation time by 75%, reduce billable hours by up to 35%, and provide instant access to critical project data—enhancing decision-making and accelerating project timelines. Madalina Florean emphasised that a trusted digital twin is not just about visibility—it’s about clarity, speed, and the confidence to act.
With AI driving collaboration across the entire CAPEX-to-OPEX lifecycle, this session made it clear: the future of digital twins lies not in more data, but in smarter data, delivered by intelligent systems that keep the twin accurate, alive, and invaluable.
