Services

Engineering services built around real business outcomes

We don't start from a technology checklist. First we clarify the business goal, the objects being managed and the process logic, then combine AI, data, software and systems integration to deliver.

Integrated delivery

Four service areas work together, from opportunity to continuous operations.

Start from a single clearly defined problem, or engage us across system planning, engineering delivery and long-term operations.

01

AI-led

We connect business scenario identification, technical validation and production deployment, embedding AI across knowledge capture, decision-making and execution.

  • AI use-case identification and technical validation
  • Enterprise knowledge assistants and intelligent search
  • Document intelligence and data analysis
  • Agents and business process automation
  • Adding AI capabilities to existing systems
  • Model evaluation, private deployment and runtime monitoring
02

Data foundation

We connect business systems, field devices and data assets to build a governable, controllable and unified data foundation for intelligent applications.

  • Multi-source data ingestion and API integration
  • SCADA, IoT and video data ingestion
  • Data platform build-out
  • Data governance, quality and master data consolidation
  • Data masking, access control and security auditing
  • Data services, visualization and external interfaces
03

System backbone

We build complex software systems around real business processes, while injecting new architecture and intelligent capabilities into legacy systems.

  • Requirements analysis and system planning
  • Enterprise and industry-specific application systems
  • Complex workflows, permissions and multi-role collaboration
  • Legacy assessment, refactoring and module upgrades
  • UI experience, performance and security modernization
  • System migration, domestic stack adaptation and AI enablement
04

Continuous operations

Anchored on shared goals and continuous operations, we staff dedicated engineering teams for clients and ecosystem partners, providing long-term technical support.

  • Joint product and system development
  • Dedicated engineering teams and phased delivery
  • Release iteration, code and architecture optimization
  • AI performance evaluation and knowledge refresh
  • System monitoring, incident response and operations support
  • Joint delivery with partners and knowledge transfer

Project consultation

Clarify the business problem first,
then decide how the system should be built.

Tell us the business problem to solve, your existing systems and the outcome you expect — we usually reply within 1 business day.

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