Mininglamp Technology

Company Profile

Mininglamp Technology(Stock Code: 2718.HK) is China's leading enterprise-leveldata intelligenceFounded in 2006 and headquartered in Beijing, the company is a software application provider. With the mission of “Data-driven Trusted Productivity”, the company provides enterprises with solutions for marketing intelligence and operational intelligence scenarios through multimodal artificial intelligence, enterprise-level knowledge graph and data privacy technologies. Its clients cover a wide range of industries, including consumer, automotive, retail, finance, and industry, and its service targets include 135 Fortune 500 companies, over 2,000 domestic and international headline companies, and more than 200,000 small and medium-sized enterprises (SMEs).

Milestones

1. Start-up and data accumulation phase (2006-2014)
   • In 2006, its Spike System was established, focusing on advertisement effect monitoring and anti-cheating technology, launching iGRP optimization platform and cross-media budget allocation tool MixReach.
   • In 2012, released the third-party mobile Internet ad monitoring SDK, laying down the industry standard.
   • In 2014, with the ability to process heterogeneous data from multiple sources, it began to build big data platforms for enterprises to drive digital transformation.
2. Technological breakthrough and industry deepening phase (2015-2020)
   • In 2018, it was selected as one of the “Top 100 Most Commercially Valuable AI Enterprises in China” and won the Wu Wenjun Artificial Intelligence Science and Technology Progress Award.
   • In 2019, it was approved by the Ministry of Science and Technology to build the “Marketing Intelligence National New Generation of Artificial Intelligence Open Innovation Platform”, and in the same year, it was named to MIT Technology Review's “50 Smart Companies” list.
   • In 2020, it owned more than 220 knowledge graph related patents, was selected in Gartner's Cool Vendor report on graph technology (only 4 in the world, the only one in China), and helped a bank realize the first bank-wide level knowledge graph application in China.
3. Globalization andAI macromodelPhase (2021-present)
   • In 2021, strategically invested in Nightingale Technology, Sematic and other companies to build a data intelligence ecological matrix.
   • In 2024, the Hypergraph Multimodal Large Language Model (HMLLM) achieved a technological breakthrough and was nominated for the ACM MM 2024 Best Paper.
   • In 2025, DeepMiner, an enterprise-level proprietary big model product line, will be launched on the Hong Kong Stock Exchange, becoming the “world's first stock of Agentic AI” with a market capitalization of HK$43 billion.

Products & Services

Our core products and services cover two major scenarios: marketing intelligence and operational intelligence, forming a closed loop from data insight to decision-making execution:

1. Marketing Intelligence Products
   • Admonitor advertising monitoring system: Provides Internet advertising monitoring services that support comprehensive evaluation of multimedia and advertising formats.
   • Social Grow: Covering 9 mainstream social media, providing one-stop service for KOL placement and operation.
   • AdEff Global Ad Testing and Optimization Platform: Validation of advertising effectiveness was completed within 15 minutes, and the predictions were consistent with real-life samples up to 891 TP4T.
   • Myoah Explosive Material Intelligent Production Tool: Based on the HMLLM model, scripts adapted to the selling points of goods are automatically generated, reducing the threshold of content creation.
2. Operational Intelligence Products
   • WiseService AIOps System: Realize the construction of operation and maintenance system from L1-L5 through IOT, NLP, algorithmic modeling and other technologies.
   • Wise Sessions Sales Enablement SaaS: Enhance the quality of decision-making for store sales managers and empower frontline sales growth.
   • DeepMiner Enterprise Proprietary Big Model Product LineIt includes Foundation Agent (Intelligence Hub), Cito Model (Analytics Decision Hub), and Mano Model (Automation Execution Engine), realizing an end-to-end closed loop from business insights to business execution.
3. Industry Solutions
   • Build the world's largest line-level vehicle intelligent operation and maintenance platform for Shanghai Metro, covering more than 10 lines and 400+ trains, reducing the operation failure rate.
   • Helping a city to build an intelligent platform for digitized social governance, and promoting the transformation of social governance from “traditional processing” to “intelligent governance”.

core technology

1. Multimodal Data Intelligence Technology
   • Hypergraph Multimodal Large Language Model (HMLLM): Fusing video elements, electroencephalogram (EEG) signals, and eye-tracking data to achieve cross-modal correlation and semantic analysis to capture subjective human emotions and behavioral intentions.
   • AdEff Platform: Based on HMLLM, it compresses the ad testing cycle from weeks to 15 minutes, and leads the industry in consistency between predicted results and real-life testing.
2. Enterprise Knowledge Graph Technology
   • With 2,322 authorized patents and 596 patent applications, it builds a full-stack knowledge graph solution to support the extraction and fusion of structured and unstructured data.
   • Helped a bank to realize bank-wide level knowledge graph application, and introduced the technology into the field of intelligent general management for the first time.
3. Data Privacy and Security Technologies
   • Under the premise of privacy protection, it breaks through the massive data collection, storage, and computation technology to realize the processing capacity of 100 billion advertisement requests on a daily basis.
4. Agentic AI technology
   • DeepMiner Product LineAdopting Multi-Intelligence Architecture (MoA), the whole process of task decomposition, tool invocation and result generation can be traced, which reduces the incidence of “AI hallucination”.
   • Mano Proprietary GUI Large Model: Topping Mind2Web and OSWorld's global authoritative lists through online reinforcement learning and intelligent data collection technologies to automate and evolve the operation of graphical interfaces.

Recommended Reasons

1. technological leadership
   • Mingliu Technology is a global benchmark enterprise in the field of Agentic AI, and its HMLLM model and DeepMiner product line have achieved breakthroughs in multimodal fusion, standardized evaluation, and credible decision-making, and the relevant results have been nominated for the best paper in ACM MM 2024.
2. Industry Landing Capabilities
   • Serving 135 Fortune 500 companies and more than 2,000 head enterprises, the technology landing cases cover marketing, finance, rail transportation, public security and other fields, forming a business closed loop from technology to products.
3. Globalization strategy
   • As the first listed company in Hong Kong stock market with a complete technology stack of Agentic AI, Mindray takes Hong Kong as a strategic pivot to radiate the global market and provide trusted AI solutions that meet international standards for overseas enterprises.
4. Ecological Construction and Talent Advantage
   • With 3,000+ employees, the proportion of technology R&D staff is over 60%, and the core team comes from Tsinghua University, Peking University and other top universities and global top 500 companies. We cooperate with universities and research organizations in Hong Kong to establish joint labs and promote open source and ecological construction of AI technology.
5. Market Recognition and Capital Confidence
   • The listing was oversubscribed by 4,452.86 times for the Hong Kong public offering and 13.93 times for the international offering, and the share price soared 111.9% at the opening, with a market capitalization of HK$43 billion, which demonstrated the market's high recognition of its technological strength and growth potential.