Mingluo Technology
Minglu Technology is an enterprise-level Agentic AI service provider with self-developed large model capabilities, whose products include DeepMiner business data analysis agent, Octopus Octo collaboration platform, and Miaozhen Systems, etc.
Updated: 2026-10-26
What is Mingluo Technology?
Mingluo Technology positions itself as a leading Chinese Agentic AI enterprise, and its official website states that it is an enterprise-level Agentic Service provider with self-developed large model capabilities. The company supports the large-scale implementation of intelligent agents through three technical pillars: multimodal data intelligence, enterprise knowledge intelligence, and a data privacy and credible architecture. Its product matrix includes the business data analysis Agent DeepMiner, the open-source Agent collaboration platform Octopus (Octo), an advertising creative testing and optimization platform, an AIGC content e-commerce engine, and the AI recording platform Octic for GEO evaluation, optimization and action execution.
Who is it for?
- Data and digital transformation teams of medium and large enterprises: They need to integrate data capabilities with intelligent agents for implementation.
- Marketing teams in the retail, consumer goods, automotive, and 3C industries: who need support in data analysis and content production.
- Organizations with high requirements for data sovereignty and compliance: Need on-device inference and audit-friendly architecture.
- Developers and research teams: They can conduct collaboration and research on intelligent agents based on its open-source projects.
Key features
6DeepMiner Business Data Analysis
Officially described as a proprietary large model product line of Minglu, it consists of an Agent cluster built based on real business scenarios, focusing on global business data analysis and decision-making.
Octopus Octo Collaboration Platform
Officially described as an open-source human-AI Agent collaboration platform that solves the problem of how numerous Agents connect into a network and work together, enabling enterprises to retain data ownership.
Multimodal Data Intelligence
Based on multiple self-developed vertical models and edge-side inference engines, it enables real-time understanding and analysis of text, speech, images, and videos.
Enterprise Knowledge Intelligence
Built on over a decade of accumulation in knowledge graph technology, it constructs an Agent continuous learning and context management system, supporting the automatic extraction, fusion and reasoning of structured and unstructured data.
Data Privacy and Trustworthy Architecture
Officially described as adopting a distributed architecture, it replaces a single centralized model with the collaboration of multiple specialized Agents. Combined with on-device inference, it enables sensitive data to be processed without leaving the domain, emphasizing openness, white-box design, and auditability.
Marketing Intelligence Products
Includes AI-driven advertising creative testing and optimization platforms, AIGC content e-commerce engines, and GEO assessment and optimization solutions.
How to use Mingluo Technology
- 1First, select a pilot scenario with relatively complete data and clear indicators, as the value verification of agent projects relies on quantifiable business metrics.
- 2Edge deployment and private deployment have requirements for hardware and operation and maintenance. Before project initiation, first evaluate the carrying capacity of the existing IT environment.
- 3For open-source projects, you need to independently evaluate the version maintenance and security update mechanisms, and conduct code audits before production use.
- 4When handling consumer data and business data, it is necessary to clarify the division of compliance responsibilities and retain audit records.
Traffic & popularity
Data month Sep 2026
Mingluo Technology receives about 59.2K visits per month and ranks #458,521 worldwide.
Monthly visits
12 monthsTraffic sources
- Direct48.0%
- Search30.0%
- Referrals10.3%
- AI assistants5.2%
- Social4.2%
- Other2.2%
Top countries
- United States82.9%
- Hong Kong, China9.3%
- Taiwan, China5.3%
- Canada2.5%
- Japan0.0%
Estimated from third-party traffic data.
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