In recent years, the computational power of AI chips has grown much faster than memory bandwidth and data transfer efficiency. Data centers may soon be choked by the demand for high performance data access and the cost of providing it. Jump in MRAM! With the potential to allow AI inference models to be built into low energy devices at the edge instead of using expensive high performance data center options, MRAM can move the goalposts.