Aging energy infrastructure, rising data debt, and the limits of manual inspection are forcing a shift in how asset integrity is managed. This article explores how autonomous drone workflows, standardized data capture, and robotics-driven inspection are enabling utilities, power generators, and oil and gas operators to scale reliability, reduce risk, and build defensible asset records for the future.