In the existing Cigarette market Supervision mechanism, between the Tobacco Monopoly Bureau, Administration for Industry and Commerce, Public Security Bureau cooperative information mainly relies on manual interaction. This model is simple and the efficiency is low. Cigarette market supervision data of each department of huge is difficult. This paper presents a large data environment, various departments of the data together, achieves the technical scheme of law enforcement information sharing, business collaboration, the regulatory process optimization. The experiments prove that the scheme is effective and improves the work efficiency of the cigarette market law enforcement cooperation.