There is a technological shift occurring in the subsea asset management market as operators and service providers are exploring how autonomous robotics technology can deliver safer and more cost-efficient inspection services. However, the path to realizing this shift is not without challenges. Delivering safe, reliable commercial services utilizing autonomous platforms must be balanced with development and deployment of next generation features that can unlock further value for the industry. This presentation covers this dual mandate through the lens of our experience from Aquanaut’s commercial deployment. We will explore how operational feedback is rapidly integrated into system improvements, and how lessons learned from multi-vehicle operations are shaping the broader commercialization strategy. Key focus areas include pre-season hardware and software upgrades, structured testing methodologies — including simulation and hardware-in-the-loop validation — and the complexities of balancing innovation with the demands of consistent, repeatable and safe offshore performance. Through a functionality-based readiness framework and a structured de-risking approach, this work highlights a robust model for maturing subsea robotic systems. The presentation will also address the practical considerations of scaling operations, expanding mission scope, and aligning technical capabilities with market needs in preparation for broader commercial adoption.