From PLC, DCS and instrument data to ERP, MES and CRM, we organize acquisition, modeling, data governance and data services; build 3D twins of plants and infrastructure; and integrate equipment and site systems.
Platform planning across infrastructure (IaaS), data platform (PaaS) and industrial applications (SaaS).
Data is provided to applications within authorized access scope.
Map data sources across lines, processes and business systems; unify object IDs, metric definitions and relationships.
Check device models, protocols, available tags and network conditions to define gateways and acquisition scope.
Define completeness, uniqueness and consistency rules; record issues, owners and resolutions.
Publish data services by access rights and business need for dashboards, reports and applications.
Acquisition scope, architecture and data plan
Gateways, servers and network preparation
Tags, objects and metric definitions
Collection, layered data warehouse and quality rules
APIs and services for business applications
Live status and alarms for lines, equipment and energy
Product quality traceability and interactive analysis
MES, equipment management, QMS, WMS, LIMS, EMS
3D models, equipment data and business views for plants, production lines, utility networks, tunnels and stations. Model accuracy, data refresh, simulation rules and interfaces are defined by purpose and site conditions.
A demo of an integrated mine safety platform. People, equipment, sensors and simulated recognition results are linked in 3D tunnels to show event location and handling records.
A rolling mill digital twin modeled on a 1580 mm hot strip mill: slab yard, reheating furnace, roughing, finishing, laminar cooling and coiling, with material flow and temperature shown in physical color.
Both platforms are demos. Data is simulated in the browser and labeled "Simulated" on screen. They run fully offline for on-site demonstrations.
We assess equipment selection, system interfaces, networks and server rooms, installation, commissioning and maintenance against process and site conditions.
Contracting model, qualifications and responsibilities are confirmed per project.
Palletizing, sorting and handling robots, and inspection robots for fixed sites.
In-plant material transfer and warehousing, dispatched with WMS and MES.
Industrial inspection and spatial data capture.
Grinding, powder batching and conveying, weighing, transfer, automatic packing and vision inspection.
Structured cabling and networks, video surveillance and access control, server rooms and environment monitoring, AV and conferencing.
Asset discovery, zoning and boundary protection, host hardening and allow-listing, traffic monitoring and secure remote maintenance.
Data classification, lifecycle protection, hardening of private LLM deployments and knowledge base permission audits.
Survey, detailed design, installation, commissioning and acceptance, and maintenance under contract.
Project details are anonymized.
Took part in the maintenance digitalization of a national sea-crossing link with over ten bridges, two artificial islands and a tunnel, building a BIM+GIS+IoT platform with automatic condition scoring of over a million components.
Took part in a platform for a provincial tunnel research institute in southwest China, using tunnel prediction models to assess incidents and accident alarms.
Took part in a digital foundation where one industrial internet platform supports ironmaking, steelmaking-rolling and operations management.
Describe your site, existing systems and goals so we can discuss scope and approach.
Please include the following in your email, and the relevant team will get back to you.
