What Wenge Group does

Wenge Group (中科闻歌, legal entity Zhongke Wenge Technology Co., Ltd.) is a Beijing-based private enterprise AI infrastructure company founded in 2017 that develops the proprietary DOMA architecture (Data + Ontology + Models + Agents) for transitioning enterprise and government operations from experience-driven to model-driven decision-making. The core product portfolio consists of five integrated components: DIP, an enterprise AI data platform that builds domain ontologies and business relationship networks to structure real-world business into AI-understandable expressions; YAYI, a self-developed foundational large language model built jointly with the Chinese Academy of Sciences, Tsinghua University, and Peking University; ScienceOne, a general-specialized integrated scientific foundation model using heterogeneous Mixture of Experts architecture for AI for Science applications; Claworks, an enterprise agent operating system that converts model capabilities into executable actions across WeChat, DingTalk, and Feishu; and Decitron, an AI decision engine that combines event graphs, probabilistic modeling, multi-agent decision-making, and evolutionary game theory for complex system decision-making. The company serves 650+ leading government and enterprise customers across financial services, government and public services, industrial manufacturing, energy, healthcare, media, and research sectors, primarily through a direct enterprise field sales motion with private deployment capabilities and customization services. Revenue is generated primarily through enterprise AI platform licensing with recurring deployment and integration contracts; pricing is quote-based and not publicly disclosed.

Name

Wenge Group

Legal name

中科闻歌科技股份有限公司

Website

https://wengegroup.com

Company type

Private

Founded year

2017

Operating status

Operating

Headcount range

501–1,000 employees

Short description

Wenge Group (中科闻歌) is a Beijing-based enterprise AI infrastructure company building proprietary foundation models, data platforms, agent systems, and decision engines for 650+ government and enterprise customers across finance, industry, and public services.

Ownership category

akta.pro rank

Product category

Enterprise AI Decision Intelligence Platform

NAICS

Computer Systems Design Services (541512), Computer Systems Design and Related Services (54151)

SIC

Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), Enterprise Foundation Model Integration & APIs (Connectors, Governance, Deployment) (HDAAACAO), AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA)

Keywords

• Enterprise AI platform
• Foundation large language model
• Decision intelligence system
• AI for science
• Enterprise agent automation

Headquarters

HQ city

Beijing

HQ country

China

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Enterprise AI Platform Licensing: Provides enterprise-grade AI platforms (DIP, YAYI, ScienceOne, Claworks, Decitron) with private deployment options for government and enterprise customers. Revenue likely generated through enterprise licensing, platform deployment, and customization services.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels5 records

Core offering

Wenge Group builds and sells enterprise-grade AI infrastructure products including the DIP AI Data Platform, YAYI foundation large language model, ScienceOne scientific foundation model, Claworks enterprise agent operating system, and Decitron AI decision engine, all integrated through the proprietary DOMA architecture. The company provides private deployment, customization, and integration services to government agencies, financial institutions, industrial manufacturers, energy companies, healthcare providers, media organizations, and research institutions in China.

Product overview

Wenge Group (中科闻歌) is an enterprise AI and decision intelligence service provider offering a platform-plus-modules architecture built on the proprietary DOMA architecture (Data + Ontology + Models + Agents). The core product portfolio consists of five integrated components: DIP (AI Data Platform) for data structuring and knowledge representation, YAYI foundation model for enterprise NLP, ScienceOne for AI for Science applications, Claworks enterprise agent operating system for task automation, and Decitron decision engine for strategic deduction. These products are designed to work together within the DOMA framework to enable the transition from 'data-driven' to 'decision-driven' enterprise operations across government, finance, industrial, and commercial sectors. The company serves 650+ leading government and enterprise clients with solutions spanning financial decision intelligence, scientific research infrastructure, industrial manufacturing, energy systems, healthcare, media, and public governance.

Differentiator

Problem solved

Functional benefit

Brands

• DIP: AI数据平台 - Enterprise-level data platform that structures business world into AI-understandable expressions, building domain ontology and business relationship networks
• YAYI (雅意)
• ScienceOne (磐石)
• Claworks (龙工)
• Decitron (决策机)
• 大医金匮
• 红旗融媒体

Products and services

• DIP (AI Data Platform) Enterprise-grade AI data platform that structures real-world business into AI-understandable system expressions, building domain ontology and business relationship networks, and transforming data into reasoning-capable and decision-ready cognitive foundations. Used by government, finance, and industrial customers for intelligent data-driven decisions.
• YAYI (雅意) Foundation Large Language Model Self-developed enterprise-grade foundation large language model jointly built by CAS, Tsinghua, and Peking University teams with full-stack independent control of data, algorithms, and models. Supports private deployment, deep industry understanding, complex text processing, information extraction, business semantic modeling, and multilingual multimodal unified modeling. Available via YAYI MaaS platform and API.
• ScienceOne (磐石) Scientific Foundation Model General-purpose and specialized integrated scientific foundation model built jointly with the Chinese Academy of Sciences team. Based on heterogeneous Mixture of Experts (MoE) architecture, fusing general intelligence with professional scientific knowledge for deep understanding and modeling of multimodal scientific data including waves, spectra, and fields. Used by national research institutions for materials, medical, and astronomy research.
• Claworks (龙工) Enterprise Agent Operating System Enterprise-grade Agent operating system based on advanced Harness architecture. Converts model capabilities into real execution capabilities through unified scheduling and interface systems, enabling code execution, system calls, and business operation closed loops. Supports private deployment with data physical isolation, human-in-the-loop (HITL), and permission control mechanisms. Accessible via WeChat, DingTalk, and Feishu enterprise platforms.
• Decitron (决策机) AI Decision Engine AI decision engine for complex systems that fuses event graphs, probabilistic modeling, multi-agent decision-making, and evolutionary game theory. Constructs computable models of the real world, enabling retrospection of event evolution paths, construction of multiple future scenarios, and dynamic deduction under uncertainty. Used for financial decision intelligence, energy dispatch, and complex system optimization.
• 大医金匮 (Dayi Jinkui) TCM Large Model and Intelligent Health Management Platform Traditional Chinese Medicine (TCM) large model and intelligent health management platform promoting TCM modernization, four-diagnosis smart equipment R&D, and AI4S-based small-molecule compound annotation platform for traditional Chinese medicine research.
• 红旗融媒体 (Red Flag Converged Media) Intelligent Production and Dissemination Decision System Intelligent production and dissemination decision system for national to municipal converged media centers, providing intelligent editing, news search, breaking event detection, hotspot tracking, AI content generation, AI video creation, and cross-language international communication effectiveness evaluation.
• 智衍标训推一体化平台 (Zhiyan Integrated Platform) Full-stack integrated AI solution platform from workshop-style to engineering, building a sustainable evolving enterprise intelligence center for organizations seeking end-to-end AI capabilities.

Quantifiable outcome

• 智能信贷审批与风险评估系统，审批周期缩短至数小时
• +3 more outcomes

Named customers8 records

Segments8 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability13 records

Feature5 records

Partnerships

Three partnerships are on record, tiered core.

• Chinese Academy of Sciences (中国科学院)coreStrategic or Co-development PartnerCore R&D partnership for AI for Science direction. Joint development of ScienceOne (磐石) scientific foundation model, combining CAS team expertise with company capabilities for building next-generation AI for Science infrastructure.
• Tsinghua University (清华大学)coreStrategic or Co-development PartnerTechnology development partnership contributing core AI talent and research capabilities to YAYI foundation model development. Joint team with CAS and Peking University for self-developed enterprise-grade large language model.
• Peking University (北京大学)coreStrategic or Co-development PartnerTechnology development partnership contributing core AI talent and research capabilities to YAYI foundation model development. Joint team with CAS and Tsinghua University for self-developed enterprise-grade large language model.

Scale indicators1 record

Recent moves7 records

Expansion highlights6 records

Direct peers

• 4Paradigm: 4Paradigm is a Beijing-based enterprise AI platform vendor offering decision intelligence, AutoML, and foundation model services to banks, government, and industrial customers. It is the closest direct competitor to Wenge's enterprise AI/decision intelligence positioning in China.
• MiningLamp Technology: MiningLamp builds enterprise data intelligence and decisioning platforms for government, public security, and large enterprises in China. It directly competes with Wenge's DIP and Decitron offerings in the public-sector data-to-decision stack.

Broad incumbents

• iFlytek: iFlytek is one of China's largest AI incumbents, offering enterprise-grade LLMs, speech, and vertical AI solutions across education, healthcare, and government — overlapping with Wenge's foundation model and government vertical strategy at significantly larger scale.
• SenseTime: SenseTime is a broad Chinese AI incumbent offering foundation models, vision, and enterprise AI platforms to government and industry. It overlaps with Wenge in multimodal foundation models and government/industrial deployments at substantially larger scale.
• Huawei (Pangu Models): Huawei's Pangu foundation models and Ascend cloud target the same enterprise and government AI buyers as Wenge, particularly in finance, manufacturing, and public services. As a vertically integrated hardware-cloud-model incumbent, it is a major competitive threat on price and bundling.
• Baidu (ERNIE / Qianfan): Baidu offers the ERNIE family of foundation models and the Qianfan enterprise AI platform — directly competitive with YAYI and DOMA for enterprise LLM and agent deployments, and bundled with Baidu's much larger cloud distribution.
• Alibaba Cloud (Tongyi / Qwen): Alibaba's Tongyi/Qwen foundation models and Model Studio platform target the same enterprise AI buyer in China as Wenge — including finance, government, and manufacturing — with the additional leverage of Alibaba Cloud's infrastructure and channel scale.

Emerging players

• Zhipu AI: Zhipu AI is a Chinese foundation model startup spun out of Tsinghua University, offering enterprise LLM APIs and agents. It competes head-on with Wenge's YAYI on enterprise LLM deployments and benefits from overlapping academic lineage.
• DeepSeek: DeepSeek is a Chinese open-weight foundation model developer whose highly efficient models have reset price/performance expectations for enterprise LLMs. It competes with Wenge's YAYI on cost-driven enterprise deployments and sets a deflationary benchmark for the segment.
• YITU Technology: YITU is a Chinese AI company providing computer vision and enterprise AI solutions to government, healthcare, and financial services. It overlaps with Wenge's healthcare and public-sector AI footprint, particularly around decisioning and intelligent applications.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds7 records

Investors19 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments1 record

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Wenge Group