MiningLamp is a China-focused enterprise AI and data-intelligence software company. It makes money by selling application software and services that help corporate clients collect, structure, analyze, and act on business data across marketing, advertising, consumer insight, store operations, user experience, and enterprise workflows.
The company’s business model is built around recurring and project-based enterprise software services, with a growing layer of AI-agent services. Its core economic engine is data-intelligence software for marketing and operations, while Agentic Services is the main new growth category. In FY 2025, revenue was RMB1,425.8 million, up 3.2% year over year. Gross profit rose 10.8% to RMB789.6 million, and gross margin improved to 55.4%, helped by internal AI tools that reduced manual work in data processing and report delivery.
- Data Intelligence services: This is the main business, generating RMB1,260.4 million in FY 2025, or 88.4% of total revenue. It includes marketing intelligence and operational intelligence software and services.
- Marketing intelligence services: This was the largest revenue category at RMB718.2 million, or 50.4% of FY 2025 revenue. Products include Miaozhen marketing intelligence tools, digital advertising monitoring and verification, social media monitoring and operation tools, data management platforms, and user experience tools.
- Operational intelligence services: This business generated RMB542.2 million, or 38.0% of FY 2025 revenue. It includes Jinshuju data collection and management, operational intelligence products, smart store operating systems, conversational intelligence products, and tools for store-level operating scenarios.
- Agentic Services: Launched in 2025, this new business generated RMB100.2 million, or 7.0% of FY 2025 revenue. It uses proprietary AI agents to support marketing and enterprise workflows, including planning, strategy, content creation, execution, and KPI-oriented delivery.
- Industry solutions and other revenue: This legacy business generated RMB65.2 million in FY 2025, down 49.0% year over year. MiningLamp has been phasing out new legacy industry-solution projects since the second half of 2022, apart from renewals of selected existing projects.
MiningLamp’s technology base centers on data intelligence, enterprise knowledge graphs, and data privacy technology. Its newer DeepMiner product line is aimed at enterprise-grade AI agents for trusted business data analysis and decision-making. The open-source release of Mano-P 1.0 in April 2026 adds developer visibility around GUI-aware AI agents, although the company’s monetization still depends mainly on enterprise adoption and paid services.
MiningLamp’s competitive advantages are its China-specific enterprise data assets and client experience, its long operating history through Miaozhen Systems and the MiningLamp group, and its established position in marketing and operational intelligence. The company says it has 19 years of enterprise services experience. Its HKEX listing in November 2025 also strengthened its balance sheet, with net IPO proceeds of about HK$900.8 million and a further HK$148.1 million from the full exercise of the over-allotment option. At the end of 2025, cash and related deposits totaled RMB1,540.6 million.
Its market position is strongest in China rather than in global horizontal cloud software. MiningLamp cited third-party market research in its prospectus stating that it was China’s largest data-intelligence application software provider by total revenue in 2024. The same research identified it as China’s largest operational-intelligence application software provider by 2024 revenue, with about RMB0.5 billion of operational-intelligence revenue and a 10.3% market share in that category.
Direct competitors include Chinese enterprise software, marketing technology, data analytics, AI application, and cloud-AI vendors competing for corporate IT, advertising, customer insight, and store-operation budgets. In a broader comparison, MiningLamp is closer to a China-focused enterprise data-intelligence and AI-application provider than to a global platform company such as Salesforce or Adobe, or a Chinese cloud infrastructure leader such as Alibaba Cloud. Its differentiation is vertical application depth in China enterprise data intelligence, while larger peers have broader cloud, CRM, advertising, or AI infrastructure ecosystems.
China is the central market for MiningLamp. Substantially all revenue is sourced from China, and its leadership claims are specific to China’s enterprise data-intelligence, marketing-intelligence, and operational-intelligence markets. This gives the company direct exposure to domestic enterprise software budgets, advertising and marketing spend, AI adoption, and data regulation. It also means its growth profile depends more on China enterprise demand and domestic AI competition than on global software expansion.