Embarking on an smartphone AI project can feel like navigating uncharted waters. Successfully managing these endeavors requires more than just technical skill; it demands a structured framework. This overview provides actionable insights into the key stages, from initial ideation and asset allocation to rigorous testing and optimized deployment. We