Industrial AI,
Trained in Digital Twins
LongTek builds an intelligent data factory and an agent training ground for industrial AI — combining digital twins, physics simulation, generative AI and reinforcement learning into a single closed loop: Data Production → Agent Training → Agent Delivery. The result is a dramatically lower cost and shorter path to building industrial AI agents.
See how the three layers fit together →Product architecture: foundation · dual engines · products
Ez-series tool agents automating the entire pipeline
Aerospace · Automotive · Robotics · Construction Machinery · Advanced Equipment
Higher training-data productivity compared with manually built datasets
The Flywheel of Data, Training and Delivery
The richer the simulation scenarios, the higher the data quality. The better the data, the more capable the agents. The stronger the agents, the more they automate the creation of even more complex simulation scenarios.
Data Production
InfiniCase and its Ez-series agents produce training data automatically and at scale — orders of magnitude faster than manual dataset building, on demand and tuned to specific scenario distributions.
Agent Training
AIGround runs automated reinforcement learning, adversarial self-play and agile evaluation — a complete incubation path from raw data to delivered agent.
Agent Delivery
Smart-series agents and AstroNex datasets ship directly to customers in aerospace, automotive and machinery. Their capabilities feed back into the data factory, and the flywheel keeps accelerating.
Three Layers, One Closed Loop
A fully automated production line for industrial training data, with order-of-magnitude efficiency gains
A fully internal loop of training, competition and evaluation — from data to delivered agent
Ready-to-Deploy Industrial AI Agents
No need to build an AI team in-house. Get production-grade agents built for specific industrial scenarios, plus ready-to-use training datasets.
SmartErgo
Automated simulation and assessment of posture, force, sight lines and reach — replacing manual EAWS / REBA analysis and automating ergonomics compliance.
SmartViz
Fused visualization of multi-source engineering data, anomaly detection and automated report generation — lowering the cost of operational decisions.
SmartWire
Automatic 3D harness path planning, interference detection, weight and cost optimization — cutting design hours dramatically.
AstroNex Dataset
High-fidelity, multi-scenario and multi-modal data, precisely labeled and ready to ship — including custom generation of rare and hazardous conditions.
Deep Focus in Key Industries
Aerospace & Defense
Aerospace-grade simulation training data and digital-twin environments for complex assembly and system-level test scenarios — delivered on an independently developed platform with on-premise deployment options.
AUTOAutomotive OEMs & Tier 1
Harness design efficiency and automated ergonomics compliance for OEMs, body engineering departments and Tier 1 suppliers, with measurable cost reduction.
ROBOTIndustrial Robotics & Embodied AI
High-quality simulation data, diverse simulation environments and adversarial testing environments for robot policy training.
MACHConstruction Machinery & Energy
Engineering data visualization and intelligent analysis, with construction-process simulation and assessment to cut operational decision costs.
The Moat of an Integrated Platform
An integrated platform that closes the loop between automated simulation-data production, agent training and validation, and vertical agent delivery — both a data supplier and an agent builder.
- End-to-End Automation — From scenario generation and labeled capture to agent training, the entire pipeline runs itself
- Physics-Grade Fidelity — An in-house high-fidelity physics engine keeps synthetic data physically plausible
- Growing SimReady Library — An industry-grade asset library that keeps expanding: more assets, higher efficiency
- RL Tuned for Industry — Deeply customized for sparse rewards, safety constraints and other industrial realities
- Independently Developed — Built fully in-house, with on-premise deployment to meet data-security requirements
Before you reach out,
here are the answers
What does LongTek actually deliver?
Three things: InfiniCase, the intelligent data factory, produces high-fidelity training data at scale; AIGround, the training ground, runs reinforcement learning, shadow adversarial play and automated evaluation; and the Smart-series product agents plus the AstroNex dataset are delivered straight to industry customers.
How is this different from a general digital-twin or simulation platform?
The difference is the loop, not the point solution. We do not hand over a simulation environment and stop there. Scenario building, data production, agent training and validation, and vertical delivery are connected end to end, so more use means better data and stronger agents.
How much faster is training-data production?
Our stated figure is 10x compared with manually built datasets. Sector, operating conditions and labelling standards vary widely, so we recommend measuring it on one of your real scenarios and landing the number on your own line.
Which sectors do you cover?
Five focus areas: aerospace and defence, automotive OEMs and tier-one suppliers, industrial robotics and embodied AI, construction machinery and energy, and advanced equipment. Each has a matching product and data offering.
Is the technology independently controlled?
Yes. The platform is built fully in-house, supports on-premise deployment and meets the data-security and technology-autonomy requirements of defence and aerospace programmes.
We have no AI team. Can we still use it?
Yes. The Smart series ships as product-grade agents for specific industrial scenarios, and the AstroNex dataset is delivered ready to use. Neither requires you to build an AI team or an algorithm pipeline in-house.
How do we start?
Book a technical demo and bring one real scenario or a set of real operating conditions. We will map out a feasible path for data production and agent training before discussing scope and timeline.
Bring Industrial AI Agents
from Virtual to Reality
Whether you need high-quality training data, ready-to-use agents or a tailored industry solution, LongTek will find the shortest path with you.