The main risk is not demand; it is conversion. Microsoft must turn scarce AI capacity, heavy
capex, and strong workflow distribution into durable high-return revenue before seat pressure, open
agent standards, or policy friction compress the payoff. The dominant near-term gate remains datacenter and compute delivery, while the medium-term question is whether pricing evolves from per-user attach toward usage, workflow, and trust fees fast enough to protect margins.