Xspark AI
About
About Xspark AI
Xspark AI develops data-collection and processing infrastructure for robot-learning programmes. Its X-Ego workflow records human interaction from an egocentric perspective and converts captured demonstrations into structured datasets for manipulation and embodied-model training. The company is also working on formats that can be replayed or adapted inside simulation environments.
The broader stack covers capture hardware, data cleaning, annotation and integration with policy-training pipelines. Xspark is targeting teams that need larger and more varied physical-interaction datasets without relying exclusively on robot teleoperation. The company remains in early-stage development following its 2026 angel financing.
Articles
Funding
- 2026-10-16 - Angel+ - Xspark AI completes undisclosed Angel+ financing for tactile Physical AI
Xspark AI completed an Angel+ round following its July first angel financing, according to STAR Market Daily. The new round’s amount was undisclosed; the report’s several-hundred-million-yuan figure describes cumulative financing. - source: api3.cls.cn
- 2026-07-10 - Angel - Xspark AI raises near-RMB100M angel round for Physical AI stack
Xspark AI completed a first angel round of nearly RMB100 million for embodied-AI and Physical AI data infrastructure. - source: news.pedaily.cn
Investors
- Beiyang Haitang Fund - Participant - VC - 1 funding event - first seen 2026-07-10
- CDH VGC - Lead - Angel / Individual - 1 funding event - first seen 2026-07-10
- Chuxin Capital - Lead - VC - 1 funding event - first seen 2026-07-10
- HuaShan Capital - Participant - VC - 1 funding event - first seen 2026-10-16
- Junyuan Capital - Participant - VC - 1 funding event - first seen 2026-10-16
- Liedao Investment - Participant - Angel / Individual - 1 funding event - first seen 2026-10-16
- Nanshan Strategic Emerging Industries Investment - Participant - Unknown - 1 funding event - first seen 2026-10-16
- Pudong Venture Capital Group - Participant - VC - 1 funding event - first seen 2026-10-16
- SEE Fund - Lead - VC - 1 funding event - first seen 2026-07-10
- Shenzhen Angel FOF - Participant - Unknown - 1 funding event - first seen 2026-07-10
- Shuimu Tsinghua Alumni Seed Fund - Participant - VC - 1 funding event - first seen 2026-07-10
- Shuimu Venture Capital - Participant - VC - 1 funding event - first seen 2026-10-16
- Xtep family office - Participant - Unknown - 1 funding event - first seen 2026-07-10
- Yuanhang Capital - Participant - VC - 1 funding event - first seen 2026-10-16
Research
- Xspark AI introduces Spark-0 tactile pretraining model and HumanTouch corpus
2026-10-15 - Research Publication - Spatial contact maps and a frozen 3D geometry teacher supervise visual representations during pretraining. On matched visual data and compute, reported vision-only Ego Humanoid success increases from about 52.5% to71.7%. One checkpoint supports vision-only and tactile-conditioned inference; touch-supervision heads are removed at inference.
Source
Timeline
Events
- 2026-10-16 - Funding - Xspark AI completes undisclosed Angel+ financing for tactile Physical AI
Investors include Liedao Investment, HuaShan Capital, Yuanhang Capital, Pudong Venture Capital Group, Junyuan Capital, Nanshan Strategic Emerging Industries Investment and Shuimu Venture Capital. Capital will support tactile multimodal model iteration, industrial and commercial-service applications and product delivery. The company develops tactile sensing hardware and multimodal models for industrial and commercial-service robots.
Source - 2026-10-15 - Research Publication - Xspark AI introduces Spark-0 tactile pretraining model and HumanTouch corpus
Spatial contact maps and a frozen 3D geometry teacher supervise visual representations during pretraining. On matched visual data and compute, reported vision-only Ego Humanoid success increases from about 52.5% to71.7%. One checkpoint supports vision-only and tactile-conditioned inference; touch-supervision heads are removed at inference.
Source - 2026-07-10 - Funding - Xspark AI raises near-RMB100M angel round for Physical AI stack
CDH VGC, Chuxin Capital and SEE Fund jointly led the round, with Shenzhen Angel FOF, Shuimu Tsinghua Alumni Seed Fund, Beiyang Haitang Fund and Xtep family office among the participants. The capital is for core technology R&D, product iteration and scaled Physical AI deployment. Xspark AI is building embodied-AI data infrastructure and training pipelines around its X-Ego work for robot model development.
Source
Context
Comparable profiles
- Lightwheel
stack adjacency - Physical AI Data Infrastructure · Robotics Data Infrastructure Layer
- microagi
stack adjacency - Physical AI Data Infrastructure
- LabyrinthAI
stack adjacency - Physical AI Data Infrastructure · Physical AI Training Data
- Vision Lab
stack adjacency - Physical AI Data Infrastructure · Physical AI Training Data
- micro1
stack adjacency - Physical AI Data Infrastructure
- Synthium
stack adjacency - Robotics Data Infrastructure Layer
- MANUS
stack adjacency - Physical AI Data Infrastructure
- XDOF
stack adjacency - Physical AI Data Infrastructure
- 6thSense
stack adjacency - Physical AI Data Infrastructure · Robotics Data Infrastructure Layer
- Physen AI
stack adjacency - Physical AI Data Infrastructure
- MiraiBit
stack adjacency - Physical AI Training Data
- Wuwen Zhike
stack adjacency - Physical AI Data Infrastructure
Shared workflows
- Maniformer
workflow adjacency - Robot Learning Data Collection
- Jiiov / 极豪科技
workflow adjacency - Robot Learning Data Collection
- Mind Robotics
workflow adjacency - Robot Learning Data Collection
- SenseGlove
workflow adjacency - Robot Learning Data Collection
- Trossen Robotics
workflow adjacency - Robot Learning Data Collection
- Rokoko
workflow adjacency - Robot Learning Data Collection
- Noitom
workflow adjacency - Robot Learning Data Collection
- StretchSense
workflow adjacency - Robot Learning Data Collection
- Noitom Robotics
workflow adjacency - Robot Learning Data Collection
- Hub
workflow adjacency - Robot Learning Data Collection
- PHYMI
workflow adjacency - Robot Learning Data Collection
- Reward AI
workflow adjacency - Robot Learning Data Collection
Context tags
- Embodied AI - Capability - Company materials and funding coverage support this profile context.
- Robotics data infrastructure layer - Stack Layer - Company materials and funding coverage support this profile context.
- Physical AI data infrastructure - Stack Layer - Company materials and funding coverage support this profile context.
- Physical AI training data - Stack Layer - Company materials and funding coverage support this profile context.
- Robot learning data collection - Workflow - Company materials and funding coverage support this profile context.
