In accordance with the unified deployment of the Provincial Commission for Discipline Inspection and Supervision, we leverage the science‑and‑innovation resources of China Science‑tech City. Targeting prominent bottlenecks including lagging conventional manual supervision at case‑handling premises, low‑efficiency manual inspection of synchronized‑recording videos, difficulty in identifying implicit irregular remarks and cross‑regional application restrictions, we have independently developed the Tianfu Insight‑Mind and Tianfu Panorama all‑in‑one irregular‑behavior analyzer. Powered by artificial‑intelligence technology, it realizes round‑the‑clock intelligent supervision for case‑handling venues, automatic identification of irregular conducts and cross‑regional retrospective analysis on historical videos.