Six to twelve month deployment windows for large clusters now exist via warehouse retrofits and mobile power. SpaceX AI leverages gas turbines from Solar Turbines to bypass traditional grid delays. This phased build-out strategy cuts infrastructure lead times from years to weeks. Practitioners can now scale compute capacity without waiting for utility upgrades.