Michele is the lead analyst for Analysys Mason's IoT Services and Private Networks research programmes. She has over 20 years of experience as an analyst and conducts research on the B2B IoT market including benchmarks of operator and MVNO strategies. She has produced research and analysis on the role of IoT in industries such as utilities, automotive, healthcare and manufacturing and the role of technologies, such as 5G and cloud computing, in IoT, and on the competitive landscape of the private networks market including operators, network equipment providers and hyperscalers. She has also analysed the different network deployment models and is responsible for the forecast of network spend on private LTE/5G.