On the afternoon of November 6, the Qingdao Municipal State-owned Assets Supervision and Administration Commission held a special meeting on the release of the third batch of application scenarios for 2026 and the matching of scientific and technological achievements at Qingdao Energy Group.
At the meeting, 12 municipal enterprises released 26 scenario demands, of which 17 were artificial intelligence scenarios, accounting for nearly two-thirds, covering directions such as embodied intelligence, industry large models, machine vision, and intelligent detection.
Among the scenario demands released in this batch, artificial intelligence was notably more prevalent than in the past, reflecting that municipal enterprises are accelerating their embrace of artificial intelligence technology and promoting its deep integration into production processes.
The urban gas multimodal large model scenario released by Energy Group hopes to use multimodal information such as text, images, video, and voiceprints to conduct comprehensive analysis and judgment of pipeline network failures and operational risks. It not only opens data to large model companies, AI solution providers, and universities and research institutes, but also allows joint construction with application scenarios.
The AI training assistant intelligent agent construction project scenario released by Tsingtao Brewery Group targets the problems of long "old hand mentoring new hand" cycles and inconsistent standards in frontline sales teams, seeking an intelligent agent that can be privately deployed and connected with the existing SFA system to provide new employees with simulated training services in scenarios such as new product promotion and terminal visits.
Through scenario openness, Qingdao municipal enterprises transform the "demand list" of their own business development into innovative momentum for industrial development.
Since the beginning of this year, the Municipal SASAC has released 88 scenario demands in two batches. As of now, 8 scenarios have been implemented, with a cooperation amount of 22.61 million yuan, and the potential cooperation amount of scenarios under progress has reached 277 million yuan.
For example, the full-process traceability scenario of single-dose RFID (radio wave contactless identification) coding for fentanyl drugs by Aucma Group uses AI intelligent algorithms and RFID rapid non-inductive access anti-interference technology to achieve traceability of single doses and full-process supervision of specially managed drugs; the Municipal Group opened a smart inspection scenario for municipal road surfaces and obtained a solution integrating AI image recognition, BeiDou high-precision positioning, and IoT sensing technology, greatly improving inspection efficiency. The solution has now been applied to the supporting project of Chongqing Elevated Road.
Scenarios are an important carrier for the integration of scientific and technological innovation and industrial innovation, and can systematically verify the industrial application of new technologies, new products, and new business forms.
Around scenario openness, institutional arrangements have been made at the national, provincial, and municipal levels. The Municipal SASAC closely follows the city's "10+1" innovative industrial system and the "4+4+2" modern marine industry system, and coordinates efforts from multiple dimensions including strengthening policy supply, improving promotion mechanisms, and ensuring cultivation and implementation.
It not only sets up the "baton" of assessment, listing application scenario openness as a separate assessment indicator to encourage municipal enterprises to explore typical scenarios, but also delineates a "safe zone" for due diligence and exemption, incorporating exploratory business activities such as scientific and technological innovation, verification of new technologies and new products, and scenario application into due diligence and exemption situations, institutionally resolving enterprises' concerns about being "afraid to invest, afraid to try, and unwilling to open scenarios."
Under multi-dimensional coordinated efforts, the enthusiasm for scientific and technological innovation among municipal enterprises has continued to be released. As of the end of the third quarter of this year, the total R&D expenditure of municipal enterprises was 2.69 billion yuan, a year-on-year increase of 12.4%, and the R&D investment intensity was 1.6%, higher than the indicators of local state-owned enterprises nationwide and state-owned enterprises across the province.
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