ION4EDGE project introduces a revolutionary approach to edge AI computing with our ultra-low power, low latency and adaptable neuromorphic chips. By leveraging our patented ion beam process to customize magnetic tunnel junctions, we have developed a novel Analog in-memory computing architecture that mimics the synaptic metaplasticity of the human brain. Our technology overcomes both catastrophic forgetting and reduces device variability, two major challenges in current AI hardware especially for edge applications. By enabling a unique spintronic synapse architecture and continuous learning, ION4EDGE will transform edge computing by drastically reducing latency and power consumption compared to traditional architectures. We will pave the way for next-generation of AI applications including smart cities, healthcare, consumer electronics, and industrial automation, while contributing to Europe's technological sovereignty in the semiconductor industry.