The PROBONO project faces challenges in deploying digital twins, especially with AI's opacity, but methods like LIME and SHAP help improve transparency and trust.

Around 75% of Europeans live in cities facing environmental and health challenges, with the EEA highlighting the need for energy-efficient buildings, smart renovations, and sustainable urban planning to mitigate climate change, reduce emissions, and improve quality of life.

I sistemi di domotica e building automation favoriscono la transizione ecologica degli edifici, portando a una maggiore efficienza energetica, riducendo emissioni e costi, ma la loro diffusione è ostacolata da scarsa consapevolezza, costi alti e carenza di competenze.

To address Latin America's $2.2 trillion infrastructure needs, Construex digitises the construction sector with SaaS solutions and data-driven insights, improving efficiency, reducing emissions, empowering SMEs, and promoting renewable energy while expanding regionally and bridging North and South American markets.