In Italy, a pioneering robotic system developed through the EU-funded RePAIR project is set to reshape archaeological restoration efforts. This innovative technology aims at reassembling fragments of ancient Roman frescoes that have been broken and scattered, with many of these artefacts suffering from damage due to bombings during the Second World War. The project commenced in 2021 and is coordinated by Ca' Foscari University, located in Venice. Pompeii has been selected as a primary testing ground, allowing international research teams to engage in critical experimentation on these fragile historical pieces. The RePAIR project addresses the considerable challenges faced in restoring frescoes that have been preserved in fragmented forms within Pompeii's storerooms. During their research, teams have focused on significant pieces such as large ceiling paintings that were initially damaged by the eruption of Mount Vesuvius in AD 79, but subsequently shattered under the impact of wartime bombings. Additionally, the project also includes frescoes from the 'House of the Gladiators', which collapsed in 2010 due to structural instability. Researchers have opted to create replicas of these ancient works during the initial testing phase, thus avoiding the risk of causing any harm to the original components. As part of this ambitious undertaking, robotic technology has been designed to utilize dual arms equipped with flexible hands in various sizes, combined with advanced vision sensors. These features allow the robot to identify, grip, and assemble delicate fragments without inflicting any damage. The reconstruction process closely resembles the complexity of solving a giant jigsaw puzzle, further complicated by missing pieces and the absence of a reference image to guide the reconstruction process. Experts from the project have drawn parallels between their work and the unique challenges of piecing together multiple puzzles simultaneously, highlighting the intricate nature of the task. The collaboration represents a groundbreaking step towards modernizing restoration techniques in archaeology. Experts believe the developments being harnessed through artificial intelligence and machine learning—formulated to reconstruct frescoes by matching colors and patterns possibly undetectable to the human eye—could revolutionize global practices in heritage conservation. As archaeological advancements continue to be leveraged through this project, researchers remain optimistic that similar technologies may soon be utilized to reform restoration efforts worldwide, ensuring that the remarkable history of ancient civilizations is preserved for future generations.