This stage checks whether the product idea is practical enough to move into PoC work and where the major risks may appear. The customer confirms which AI capabilities are mandatory, which can wait for later versions, and whether the detection targets, scene conditions, frame rate, latency, accuracy, battery life, cost, and delivery purpose are clear. Kickers.ai then uses retrieval, component knowledge, design rules, and multi-dimensional scoring to assess the proposal. It reviews whether the visual task can be handled by the intended model, whether NPU, CPU, or GPU resources can meet the target FPS and latency, and whether the camera module, MIPI-CSI link, ISP path, lens, connectivity, storage, and power design match the scenario. The result is not simply feasible or infeasible; it explains satisfied conditions, open assumptions, trade-offs, and risks that should shape PoC planning.