Langhui
Langhui.Smart data services
Smart data services

From self-study to marking delivery, Long Hui Technologies constructs a full chain of smart data

On July 28, 2026, Changsha, Changsha, standing at the industry node of the year of smart volume, Long Huitech officially released the complete data service matrix.

Long Huitech releases smart, full-link data services: self-study collection equipment, operating platform and a one-stop closed loop for tagging delivery

AI Summary

In 2026, Chang Longway Information Technology Ltd. ( "Lang Hui Technology") built on its own deep accumulation in the field of AI data services, officially released a full matrix of smart data services products, covering E6 lightweight head-design equipment, E8 multi-modular flagship equipment, E2 industrial-class head-dressing equipment, wrist-capable cameras and alumni locator model group, and developed five self-study hardware units, with three main software tool chains for Ego Vision mobile phone APP, Data Acquisition Operations Platform, and AID Platform, covering retail, industrial, service and logistics core collection sites, providing end-to-end solutions from data acquisition to the delivery of standard signs for robotic home manufacturers, VLA model development agencies and smart applications.

SECTION 01 Industry background: 2026, smart Quantum years and data bottlenecks

In 2026, the smart market is expected to be a global market for smart people, based on Grand View Research data.39.7 per cent annual compound growth rateThe expansion will continue, reaching $67.630 billion by 2033.1,100 million yuanThe Ministry of Industry and Communications predicts that the entire Chinese robots will be able to make a breakthrough in their entire year 2026.10万台This same year, the increase was over 500%. Vice President Tesla, Tourey, also announced at the Global Digital Economics Congress 2026 that Optimus would officially launch scale production by the end of 2026.

However, with the rapid production of the hardware matrix, the industrial bottlenecks have been fully shifted to数据端The global smart data market was about $242 million in 2025, but the supply of quality training data was as high as the one that was available.99%Directly remotely operated robots collect single track costs, manually.百倍量级And the third person claims that the model's ability to extend is significantly reduced when the material is moved to the first person in the robot. The fine-species time synchronized multimodular data, and the high-efficiency label of long-volume tail data, is a central challenge facing the industry as a whole.

Core Insights

Egocentric data acquisition has become a key path to breaking the smart data bottlenecks. EgoScale, released in early 2026 in British U.K., uses over 20,000 hours of Ego data to scale up operations; DreamDojo has brought training data to over 44,000 hours; and BeingBeyond Being-H0.7 of the Lu Zongqing team at Beijing University has expanded the scale of data to 200,000 hours of human video, ranking it internationally in the six international assessments.

In February 2026, the Human-Standard and Smart-Standard System (2026 editions) was officially launched, the first national top-level standard to cover the entire industrial chain. In June, the Ministry of Industry and Communications, together with the State Treasury Committee, launched the "Ego data collections for 2026, with the aim of consolidating over 100 high-value applications by the end of the year, leading to a drop-down of 10,000-scale stations. At the World Congress of artificial intelligence in 2026, the ants' lumbar, Jijimoto Bot World, and EgoKit, a group of Egokit-Smut-Smut-Sense, were brought together to mark the official launch of the event.

SECTION 02 Product matrix: three self-research machines + two types of ecological accessories

Lian Huitech, based on a deep understanding of the need for smart data acquisition, has launched a complete data base from hardware to software. The package follows the four-tiered structure of "hardware matrix operating platform labeling platform data delivery" to achieve vertical access to the entire data production chain.

8 Self-study hardware
10 Road camera, side by side.
1.5mm SLAM Positioning Precision
2000万 Production capacity per year

E6 Lightweight head-on header and extraction equipment (mass produced)

朗慧E6轻量级头戴数采设备
Figure 1E6 Lightweight Head Dressing Device - 370g 24/7, live for mobile operating scenes

E6 is the lightweight-sized Ego data acquisition device that is produced under the banner of Longhui Tech.Hightower XR2 Gen1 chip(7nm process, NPU calculator 15 TOPS), equipped with a 6-road, real-time, synchronized camera - 4-wide, greyscale, 4-way, 4-way, 640x480@60FPS, with infrared recognition, 4-way total FOV level 217x186 degrees vertically) and 2-way RGB camera (support for two versions of the roll-drape and global, fast-gate) all achievedMicrosecond hardware time sync。

In the sensor area, E6 contains a high accuracy IMU inertial sensor (sampling frequency 1000Hz), with only absolute track error of SLAM5毫米The whole machine weighs 370g, with a reweighted design, and a 5,500m Ah-inline battery supports continuous collections over eight hours. The 8GB running memory + 128GB body storage supports WiFi 6 and Bluetooth 5.3, all data interfaces are open to the public, facilitating academic research and secondary development.

主控芯片Hightower XR2 Gen1 / 15 TOPS
Camera6Rs / 4hey+2RGB
SLAM Precision5mm ATE
Whole weight370g
电池续航8h+ / 5500mAh
Storage8GB + 128GB

E8 Multi-mode-type flagship-numbered equipment (September 2026)

朗慧E8多模态旗舰数采设备
Figure 2E8 Multi-Mode Flag Number Mining Equipment - 10 Cameras are co-mingled in real time, Flagship Awareness Ceiling

E8 is located in a scientific-grade flagship.Hightower XR2 Gen2 chip(4nm process, calculated up to 48 TOPS), with 10-line camera in real time and hair - 4-Land Greyscale + 6-Land RGB + TOF depth perception, total view field angles270度Panorama view overlay. SLAM position accuracy raised to1.5毫米(Scientific level) The mainframe weighs only 120 g (wholly 280g) and is fully loaded with only 5 W, supporting SD card extensions and Android 14 systems.

The E8 10-line video sets are hardware-grade time synchronized, with external access to the fully-attended capture module, the ideal hardware platform for the construction of high-precision multi-modular integrated data sets. The product is expected to be produced in September 2026.

E2 Industrial headheads, digital equipment (mass)

朗慧E2工业级头戴数采设备
图3E2 Industrial Header Digital Mining Equipment - 10-12 lens arrays in front, designed for scientific data collection

E2 uses a light header-based design with a multi-direction sensor array with 10-12 lenses to achieve a multi-directional environmental perception. Similarly, the XR2 Gen1 chip, SLAM, is a 1.5 mm scientific class that supports the cross-hand and gesture interaction and is suitable for academic research and high-precision industrial data collection.

Eco-parts: wrist camera + LIGHT CLASSING MOUNTAIN

腕部相机与灯环定位模组
图4: Eco-part matrix - wrist camera can be used independently or in collaboration with E6/E8 and LIGHT-ring positioning module can be integrated into third-party claws

Wrist camera.A 100g superweight wearable collection device with a full-scale fast-door camera of 1280 x 1024 resolution (30/60 fps optional, V148°/H174°) to support infrared locator lamps and time synchronization (less than 1 m). In July 2026, prototypes were provided, with official production in August.

LIGHT CLASSING MOUNTAINThe module is expected to produce in September 2026.

SECTION 03 Platform tool chain: APP mobile phone, operating platform and AI label platform

Long Huitech not only built a complete collection device matrix at the hardware end, but also complemented three main software tool chains covering equipment control, data management and labelling delivery, leading to digital closure from collection to delivery.

Ego Vision mobile APP

  • Support iOS / Android dual platform
  • BLE device found + WiFi network
  • Real-time video preview and recording control
  • Power/IMU/Sensor Status Surveillance
  • Multiple devices are controlled simultaneously.

Operational platform for data collection

  • Orders to operate desk accounts and worksheet management
  • Device remote state real time monitoring
  • Video library filtered by scene/action/label
  • Batch data upload and return
  • Status Report full history
LanghuiOperational platform for data collection
图5: Data acquisition operational platform — global visualization of equipment, orders, data flows
LanghuiAI Data Descriptionplatform
图6: AI Data Marker Platform - AI Auto Mark + Manual Script Review to Build Efficient Data Closed Rings

At the end of the label, the Lan Hui self-study AI label platform has achieved the effective closed loop of "AI premark + manual check review": data collected are automatically returned to the tab platform (support break-up transmission), AAI is automatically completed with premarks (more than 10 times efficiency increase), and professional label teams conduct a check to review the accuracy of the label. The platform supports the level 2 scenario label system, covering multidimensional definitions of actions, tasks, etc., providing data-syntax smart resolution and cross-mode syntax consistency verification, while supporting the custom label system, and the data delivery format is aligned.Open X-EmbodimentStandard, open the box.

SECTION 04 Manufacturing security: Shenzhen Stone Intelligence Base, 20 million stations per year

朗慧智能制造基地
图7Shenzhen Stone Production Headquarters — 650,000 square metres, 17 SMT fully automated lines, 20 million annual capacity

The hardware manufacture of Rhang Hui technology is based on the Shenzhen Stone Production Headquarters, with a plant area of 650,000 square metres equipped with 17 SMT fully automated production lines, with an intelligent terminal capacity of 20 million stages per year, and a 3,000 square metre testing centre laboratory covering full life-cycle quality testing - from the marking of the IMU, the testing of the plant's functionality, the ageing of the tests to material analysis, precision optical measurements, the chip level tests, and the reliability and data accuracy of each delivery equipment.

Quality Assurance System

Full Life Cycle Quality Test: CNC Visual Measure Precision Test (YVM-4030NC), Double-Standing Chip Burning and Test Station, Material Test Laboratory (CRS/R&P) from IMU to the plant.

SECTION 05 Site coverage: 4 major scenarios for retail/industry/services/logistics, 100+ collection sites

朗慧四大场景采集覆盖
图8: Four major scenarios covering retail, industrial, service, logistics, 100+ collection sites have accumulated

Long Hui has accumulated more than all over the country.100 collection sitesThe real operating environment, which goes into the four core scenarios, is the real operational collection of each data from the first person ' s known perspective:

Retail scene — 30+type

Garbage stores, supermarkets, convenience stores, pharmacies, flower shops, mobile phone shops, clothing stores, etc.

Industrial scenes — 15+ type

Digital processing, welding, force-making, emulation, electronic paste, fine assembly, etc.

Service scenario — 25+type

Hotels, restaurants, hairdressers, gymnasiums, nail shops, dental clinics, etc.

Logistics scene — 10+type

Warehouses, sorting centres, loading and unloading platforms, shelf management, express-delivery sorting, etc.

朗慧真实采集场景
图9: Deep-flung operational environment — plant operations, equipment debugging, laboratory testing, storage logistics multi-story first-person data collection

SECTION 06 Standard data set products: six major categories, open and open

Based on self-study equipment and professional collection teams, Long Huitech has built six standard dataset product matrices covering the full dimensions of data needs from robotic trajectories to world model training:

Robot Operator Tracks

25K+ trajectory 120+ jobtype / 8 sub-bodies

Human robot behavior series

18K+Snippet 60+ Behaviour Category / 5 Main Body

Lidar Point Cloud Alarm Set

800K+ 帧 200+Category / 50+City

Multimodular Sensor Fusion Set

15K+ scene 4 simulators / 5ms sync error

Scene Understanding Dataset

120K+ scene 2K+ Object Category / 3D+L Multimodular

World Model Training Set

500K+Snippet 3 Simulation Engines / 10x Synthesis

SECTION 07 Why Luang Hui: One-stop smart data partners

Long Huitech is not just a data provider, but a full chain partner from data strategy to delivery. "Three self-study equipment, own platform, own label team" guarantees the quality of delivery and speed of response.

The standardised process and whole process quality system, from IMU to plant detection, from the collection of SOP to the marking quality check, covers the entire life cycle of data production.

As Tesla Optimus's volume of production in 2026, the continued rise in the volume of Uknob and the arrival of intellectual robots, and the advancement of the Man-Tai goal of the Ministry of Industry and Communications, the "data hunger" of the smart industry will increase. Longhui technology, with Ego’s first-person-named data acquisition as its core path, is becoming a major player in the area of smart data infrastructure, with the advantage of "hardware+platform+notation+delivery" as a one-stop closed loop.

About Long Huitech.

The company has a 20 million-stage smart manufacturing base for Shenzhen Stones' annual capacity, a network of 5000+ certifiers, 100+ collection sites covering four core scenarios of retail, industrial, service and logistics, and is committed to providing high-quality, large-scale, standardized data solutions for robotics-based manufacturers, VLA model developers and smart application firms.

Start your smart data trip.

Physical AI research into robots at the front line of 2026