QuantGroup
QuantGroup (量化派) is a Beijing-based AI technology company, founded in 2014 and now publicly listed in Hong Kong (HKG:2685), that builds intelligent hardware and embodied AI products with perception, interaction, and evolution capabilities, targeting consumer home, work, and life scenarios through a general AI and physical AI stack anchored by strategic partnerships.
- Company typePrivate
- Founded2014
- HeadquartersBeijing, China
- Headcount101–250
- GTM typeB2C
- OfferingHardware or Manufacturing
What QuantGroup does
QuantGroup (量化派) is a Beijing-based AI technology company founded in 2014, legally organized as Xingdong Intelligence (Beijing) Technology Co., Ltd. (星动智能（北京）科技有限公司). The company has progressively pivoted from its original consumer technology and data-services roots toward intelligent hardware and embodied AI, and now positions itself as an 'AI-driven global intelligent species company' building products with perception, interaction, and evolution capabilities. Its product portfolio targets three scenarios — home, work, and life — and is delivered through a unified 'hardware carrier + data-driven + ecosystem' architecture, with stated full-stack AI capability spanning general AI and physical AI as the technical foundation.
The company's AI stack is materially dependent on external partners: Volcano Engine (ByteDance's cloud platform) supplies large language model and cloud services for general AI, while Beijing Ruihong Embodied Intelligence supplies embodied AI technology for the physical AI layer. Both were announced as core-tier strategic partnerships on 2026-05-25. The headcount is 51–100 employees, and revenue mechanics, pricing models, and customer logos are not publicly disclosed. The company is publicly listed in Hong Kong under ticker HKG:2685, with an IPO launched 2025-11-18 targeting a valuation of up to HK$131 million (approximately US$16.7 million). Prior capital history includes a Series C of approximately US$72 million in November 2016 led by Sunshine Insurance Group, with Fosun Capital and Guosen H&S Investments participating, alongside earlier rounds from Gaorong Capital, China Growth Capital, Fosun RZ Capital, and Microsoft Accelerator.
The business model is not transparently disclosed: pricing is not public, customer segments are described only at the horizontal 'consumer technology and smart hardware' level, and no revenue figure, ARR, or GMV is reported. The company's go-to-market emphasis is on 'AI + industry' integration and ecosystem partnerships rather than a named direct-sales or platform-distribution motion. With limited disclosed customer evidence, revenue predictability and the durability of the partnership-dependent AI stack remain the key open questions for prospective investors.
QuantGroup firmographics
Firmographics- Name
- QuantGroup
- Legal name
- 星动智能（北京）科技有限公司 (Xingdong Intelligence (Beijing) Technology Co., Ltd.)
- Website
- https://quantgroup.cn
- Company type
- Private
- Founded year
- 2014
- Operating status
- Operating
- Headcount range
- 101–250 employees
- Short description
- QuantGroup (量化派) is a Beijing-based AI technology company, founded in 2014 and now publicly listed in Hong Kong (HKG:2685), that builds intelligent hardware and embodied AI products with perception, interaction, and evolution capabilities, targeting consumer home, work, and life scenarios through a general AI and physical AI stack anchored by strategic partnerships.
- Ownership category
- akta.pro rank
QuantGroup industry classification
Industry- Product category
- AI Consumer Electronics
- NAICS
- Software Publishers (5132), Computer and Peripheral Equipment Manufacturing (33411), Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Integrated Systems Design (7373), Electronic Components & Accessories (3670)
- akta.pro primary industry
- Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)
- akta.pro secondary industries
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)
Keywords
Where QuantGroup is headquartered
LocationHeadquarters
- HQ city
- Beijing
- HQ country
- China
- HQ region
- Asia
Offices1 record
Markets served
QuantGroup business model
Business model- GTM type
- B2C
- Offering type
- Hardware or Manufacturing
- Cost components
- Technology or R&D, Personnel, Supply Chain, Marketing or Sales, Operations
Marketing channels1 record
QuantGroup product offering
Product offeringCore offering
QuantGroup builds and sells an integrated ecosystem of AI-driven "intelligent species" products that combine hardware carriers, data-driven AI, and collaborative ecosystem services. Its offerings target three core scenarios — family, work, and life — delivering products with perception, interaction, and evolution capabilities built on General AI and Physical AI foundations. The company complements its own products through strategic partnerships for embodied AI (Beijing Ruihong Embodied Intelligence) and large language models and cloud services (Volcano Engine / ByteDance).
Product overview
QuantGroup (量化派) operates as a unified AI-driven intelligent species platform founded in 2014. The company's product ecosystem integrates hardware carriers, data-driven AI, and collaborative services to deliver intelligent species products with perception, interaction, and evolution capabilities. The portfolio includes embodied AI solutions through its strategic partnership with Beijing Rihong Embodied AI, and large model/cloud services via collaboration with ByteDance's Volcengine platform. All offerings are unified under the company's 'Intelligent Species' product line targeting family, work, and life scenarios.
Differentiator
Problem solved
Functional benefit
Products and services
- QuantGroup / QuantPi (量化派) Intelligent Species Platform Integrated AI-driven intelligent species platform combining hardware carriers, data-driven AI, and collaborative ecosystem services. Delivers products with perception, interaction, and evolution capabilities targeting family, work, and life scenarios. Built on General AI (通用AI) and Physical AI (物理智能) foundations with full-stack AI capability.
Companies that use QuantGroup
Customer profileSegments1 record
Ideal customer profiles2 records
QuantGroup technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability2 records
QuantGroup partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- Beijing Ruihong Embodied Intelligence (北京瑞宏具身智能)coreQuantGroup entered into a strategic partnership with Beijing Ruihong Embodied Intelligence to jointly build an embodied intelligence ecosystem, combining QuantGroup's AI capabilities with Ruihong's embodied AI technology.
- Volcano Engine (火山引擎)coreQuantGroup partnered with Volcano Engine (ByteDance's cloud platform) focusing on deep cooperation in large language models and cloud services, leveraging Volcano Engine's infrastructure for AI model deployment and scaling.
Scale indicators1 record
Recent moves6 records
Expansion highlights4 records
QuantGroup competitors and assessment
Company assessmentDirect peers
- Rokid: Rokid builds consumer-facing AI hardware including AR glasses and AI assistants, with an integrated hardware + AI + ecosystem model. It directly parallels QuantGroup's 'hardware carrier + AI + ecosystem' approach to consumer AI products.
- AgiBot (Zhiyuan Robotics): AgiBot is a Shanghai-based embodied AI and humanoid robotics startup developing foundation models for robots. It overlaps directly with QuantGroup's embodied AI ecosystem thesis and competes for embodied AI talent, partner attention, and consumer mind-share in China.
- Ubtech Robotics: Ubtech is a leading Chinese humanoid and service robotics company, also listed on the Hong Kong Stock Exchange. It directly competes with QuantGroup in building AI-driven intelligent hardware with perception, interaction, and embodied capabilities for consumer and commercial scenarios.
- Unitree Robotics: Unitree is one of China's most prominent embodied AI and quadruped/humanoid robotics developers, with broad consumer and developer reach. It is a direct competitor to QuantGroup's embodied AI strategy through its partnership with Beijing Ruihong, and competes on the same 'intelligent species' positioning.
Broad incumbents
- Xiaomi: Xiaomi is a dominant Chinese consumer electronics and smart hardware company with extensive AI investments spanning smartphones, IoT, EVs, and humanoid robots. It is a broad incumbent competing with QuantGroup across multiple family/work/life scenarios and can subsidize AI hardware from its ecosystem economics.
- Huawei: Huawei is a broad Chinese technology incumbent with a deep AI portfolio spanning Pangu foundation models, Ascend AI chips, HarmonyOS smart devices, and enterprise AI. It overlaps with QuantGroup's AI platform ambitions across consumer and enterprise scenarios with vastly greater resources.
- iFlytek: iFlytek is a major Chinese AI platform company with leadership in speech recognition, large language models, and consumer/enterprise AI applications. It is a broad incumbent competing across QuantGroup's family/work/life scenarios and offers overlapping LLM-driven intelligent product capabilities.
Emerging players
- Megvii Technology: Megvii is a Chinese AI company focused on computer vision, AIoT, and embodied AI through its Brain++ platform. It is an emerging player with overlapping full-stack AI capabilities targeting consumer and commercial scenarios similar to QuantGroup.
- SenseTime: SenseTime is a leading Chinese AI platform company developing foundation models, generative AI, and embodied intelligence (including robotics). It overlaps with QuantGroup's AI platform + embodied AI positioning and competes for similar consumer and enterprise customers.
- Mobvoi (Chumenwenwen): Mobvoi is a Chinese AI company developing voice assistants, AI wearables, and consumer-facing generative AI products with proprietary LLM technology. It overlaps with QuantGroup's consumer AI hardware + LLM thesis at a similar stage of commercialization.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
QuantGroup social profiles
Digital presenceQuantGroup financial estimates
Financial estimateRevenue estimate
Valuation estimate
QuantGroup leadership team
Management profileNumber of profiles
Profiles5 records
QuantGroup funding detail
Funding detailFunding overview
Funding rounds5 records
Investors11 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
QuantGroup M&A and investment
M&A and investmentM&A
Investments1 record
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about QuantGroup
What does QuantGroup do?
QuantGroup builds and sells an integrated ecosystem of AI-driven "intelligent species" products that combine hardware carriers, data-driven AI, and collaborative ecosystem services. Its offerings target three core scenarios — family, work, and life — delivering products with perception, interaction, and evolution capabilities built on General AI and Physical AI foundations. The company complements its own products through strategic partnerships for embodied AI (Beijing Ruihong Embodied Intelligence) and large language models and cloud services (Volcano Engine / ByteDance).
Is QuantGroup a public or private company?
QuantGroup is a private company. It is classified as venture growth investor backed and is currently operating.
When was QuantGroup founded?
QuantGroup was founded in 2014. It employs 101 to 250 people.
Where is QuantGroup based?
QuantGroup is headquartered in Beijing, China, in the Asia region.
Who are QuantGroup's main competitors?
Direct peers on record are Rokid, AgiBot (Zhiyuan Robotics), Ubtech Robotics and Unitree Robotics. Broad incumbents are Xiaomi, Huawei and iFlytek. Emerging players are Megvii Technology, SenseTime and Mobvoi (Chumenwenwen).
Does QuantGroup have an API?
No public API is recorded for QuantGroup.
What industry is QuantGroup in?
QuantGroup's product category is AI Consumer Electronics. Its primary akta.pro industry code is HDAAACAF, Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent), with a secondary code of HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs). Its NAICS code is 5132 and its SIC code is 7373.