The forward-deployed partner that gets AI into production
Venus Intelligence builds AI-Ready Data and delivers it through Forward-Deployed Engineering. Headquartered in Shenzhen, with offices in Shanghai, Beijing and Jiaxing, Zhejiang.
Company
Venus Intelligence is an AI-Ready Data and Forward-Deployed Engineering (FDE) company. For enterprise and public-sector clients, it refines fragmented, heterogeneous raw data into high-quality data assets that large models can use directly, then places engineers on site with the client to build the AI application together and keep working until it is in daily use.
The race between models is largely settled and development frameworks are standardising quickly. The moat that lasts is data and governance: the client's own data, own processes and own compliance regime, which no model vendor can replace. Venus Intelligence exists to help clients turn those three things into assets.
Growth follows a path that keeps compounding: technical innovation as the base, pilot validation in real business settings, roll-out across an industry, and continuous iteration that strengthens how well each solution generalises, so that every delivery becomes the starting point for the next.
Team
Background
The core team comes from Oracle, IBM, iFlytek, Kingdee, Ping An and China Merchants Group, among other enterprise software and data-service organisations, with twenty years of global enterprise service experience and ten years in AI and data intelligence.
Structure
Four lines: algorithm research, data engineering, forward-deployed engineering, and security and compliance. Researchers publish in international journals and conferences; engineers bring experience in adapting to domestic hardware platforms and in edge deployment; delivery works in two-person units pairing an industry consultant with a data engineer, so that what is promised is what is delivered.
Development
Joint postgraduate training with several universities, with company mentors throughout, turning delivery methodology into transferable organisational capability rather than individual experience.
Credentials
Management systems & technology
- ISO 27001 Information Security Management
- ISO 9001 Quality Management
- ISO 14001 Environmental Management
- Huawei Kunpeng technical certification
- Algorithm filing 网信算备440309441584901250013号
Recognition
- 2026 BEYOND Innovation Award
- National High-Tech Enterprise
- Provincial-level "Specialized, Refined, Differentiated, Innovative" SME
Research & standards
- Publications in Elsevier Information Sciences, VLDB 2025 Workshop (LSGDA) and IEEE IVMSP 2026
- Contributor to industry group standards and a cross-border data white paper
Careers
Venus Intelligence is looking for like-minded partners: people who know an industry and are willing to work alongside the client's frontline teams. Four lines are always open: algorithm research, data engineering, forward-deployed engineering, security and compliance.
Send your CV to sales@9xin.ai with the role in the subject line.
- Forward-Deployed Engineer
- Data Engineer
- Algorithm Researcher
- Industry Consultant
- Security & Compliance Engineer
Start with one concrete scenario, not a product list.
Tell us which scenario is still not in production: where the data lives, who uses it, and who signs off. One workshop gives you a verifiable path forward.