Group 1 - The National Development and Reform Commission and eight other departments issued an implementation opinion to promote the application of artificial intelligence (AI) in the entire bidding process, aiming for full coverage in key areas by the end of 2026 and nationwide promotion by the end of 2027 [1] - Several A-share listed companies have disclosed their AI business layouts and project progress in the bidding field, indicating a resonance between policy and market [1] - Fujian Province Bidding Co., Ltd. is advancing AI applications through its fundraising projects, including the construction of a smart bidding supervision platform that utilizes AI and big data [1] Group 2 - Fujian Bosi Software Co., Ltd.'s subsidiary, Bosi Data Technology, won awards for its AI-assisted expert evaluation projects in government procurement, showcasing its technical accumulation and application capabilities in the field [2] - AI has become a crucial support for enhancing the efficiency of bidding supervision, with significant findings such as the correction of 19,000 discriminatory clauses and the identification of over 3,000 hidden collusion clues in 21,000 projects [2] - The evaluation process is shifting from human evaluation to AI-driven evaluation, improving efficiency and reducing human interference [2] Group 3 - The policy is pushing AI from electronic support to a necessity in the entire bidding process, leading to increased demand for system upgrades and algorithm services [3] - Companies with government scenario experience and compliance qualifications are expected to take priority in local upgrade orders, with business models evolving towards high-margin SaaS subscription and operational services [3] - 2026 is identified as a critical year for AI pilot implementation in bidding, with regions having better digital foundations likely to advance first, followed by nationwide replication in 2027 [3]