After the 18th National Congress of the Communist Party of China, General Secretary Xi Jinping mentioned the political science concept of "political ecology" from the perspective of clean governance and emphasized it repeatedly. From "the metal itself must be hard to forge iron" to "forging iron requires a hard metal", besides firmly establishing the ideological soul of "cannot corrupt" in the discipline inspection and supervision system and even all party members and cadres, it is also necessary to build the sword and shield of "dare not corrupt". Currently, the emergence of new technologies and new business forms represented by the internet has subversively changed many aspects such as production and life, commercial activities, and interpersonal communication, and has also brought great challenges to discipline inspection and supervision work. To adapt to the needs of discipline inspection and supervision work in the new period, it is necessary to fully apply big data and artificial intelligence technologies to forge our anti-corruption sword well.