𝗔𝗜 𝗶𝗻 𝗩𝗶𝗱𝗲𝗼 𝗦𝘂𝗿𝘃𝗲𝗶𝗹𝗹𝗮𝗻𝗰𝗲: 𝗖𝗮𝗺𝗲𝗿𝗮, 𝗕𝗼𝘅 𝗼𝗿 𝗛𝘆𝗯𝗿𝗶𝗱? The global AI video surveillance hardware market is projected to nearly triple, from $8.9B in 2026 to $24.6B in 2030. That makes the choice of where AI processing happens both a performance decision and a budget decision. 𝗞𝗲𝘆 𝗧𝗮𝗸𝗲𝗮𝘄𝗮𝘆𝘀: • On-camera AI wins on latency and standalone reliability. Axis Communications (in-house ARTPEC chips), Hanwha Vision (dual-NPU Wisenet 9 SoC), Hikvision and Dahua Technology lead here. • Edge AI boxes win on retrofit economics. @MotoSolutions' Avigilon and @HanwhaVision's AIB-800 add analytics to existing, mixed-brand camera networks without replacing every camera. • Hybrid AI splits the workload. Cameras handle time-sensitive alerts, and edge devices handle cross-camera tracking and shared watchlists. 𝗥𝗲𝗮𝗱 𝘁𝗵𝗲 𝗳𝘂𝗹𝗹 𝗮𝗿𝘁𝗶𝗰𝗹𝗲: @HikvisionUSAinc @AxisIPVideo #VideoSurveillance# #EdgeAI# #AI# #PhysicalSecurity# #SmartCameras# #CounterpointResearch#