Embarking on an mobile AI project can feel like navigating unknown waters. Successfully overseeing these endeavors requires more than just technical skill; it demands a structured methodology. This manual provides real-world insights into the key stages, from initial conception and resource allocation to stringent testing and optimized deployment.