Home/Products & Services
Advisory · Build · Operate

From strategy to launch
one team all the way

Customer-centric and technology-driven. From custom advisory to global collaboration, we help enterprises complete digital transformation and build sustainable growth.

Industry solutions Delivery process
Services

Six service capabilities

Covering the full path from technical diagnosis to system build — combine them as needed, or hand over the whole programme.

Technology consulting

Diagnose existing problems, design efficient IT processes, remove blockers and optimise architecture. Our specialists tailor the approach to your business.

Architecture reviewTech selectionPerformance

Digital transformation design

Using cloud, big data, AI, IoT and blockchain to reshape business models, processes, structure and culture — driven by data.

Process redesignData governanceEnablement

AI implementation

Customised LLM and agent solutions that deliver intelligent transformation, higher efficiency and lower operating cost.

AgentRAGOn-premise

Digital operations

Profiling and analytics drive precision marketing and experience optimisation, with repeatable growth experiments.

User profilingPrivate domainA/B testing

Information systems

Business systems and platform capability that are efficient, secure and easy to use, supporting IT upgrades and competitiveness.

Web appsIntegrationOperations

Belt & Road tech exchange

Technology introduction and go-global services along Belt & Road countries, building bridges for international cooperation.

IntroductionComplianceLocalisation
Industry Solutions

Three solutions already proven in the field

Each combines business goals, agent orchestration, system integration and outcome measurement — reusable as-is or trimmed to your context.

SOLUTION 01

Hotel private-domain growth

Helps hotel groups raise private-domain performance, conversion and satisfaction, with AI tools and playbooks for acquisition, refined operations and referral growth.

  • RFM segmentation and high-potential identification
  • AI copy for WeChat, SMS and social feeds
  • Frequency guardrails to avoid over-contact
  • Conversion attribution dashboard for every campaign
HotelsPrivate domainAI copy
SOLUTION 02

LLM business workflows

Custom LLM development and application, covering requirement analysis, data collection, model training, process integration, deployment and maintenance.

  • Scenario screening: 3 high-ROI picks from 20 candidates
  • Data governance and knowledge reconstruction
  • Fine-tuning, RAG and tool integration
  • Launch evaluation, monitoring and iteration
LLMRAGIntegrations
SOLUTION 03

Virtual classroom for teacher training

An efficient online training platform for student teachers, trainers and serving teachers: simulated lessons, live interactive classrooms, behaviour analysis and assessment.

  • AI virtual students and classroom simulation
  • Live interactive classes and peer review
  • Teaching-behaviour coding and metrics
  • Personalised recommendations and growth profiles
EducationMultimodalAnalytics
◆
Need something custom? Industry solutions are our starting point, not the finish line. Most projects customise 30–50% of the standard template; we scope that clearly during assessment.
Delivery Process

Five steps, each with something you can sign off

STEP 01
Scenario co-creation

Business interviews and process mapping produce a scenario list, target metrics and feasibility view.

STEP 02
Prototype validation

A 2–3 week PoC on real data proves the effect and clarifies the return before you commit.

STEP 03
System build

Knowledge base, tool integration, agent orchestration and front-end run in parallel.

STEP 04
Launch & evaluation

Test-set validation and a staged rollout establish the baseline and shared acceptance.

STEP 05
Continuous operations

Monitoring, tuning, scenario replication and team enablement keep the system evolving.

Engagement

Three ways to work together

Fixed-scope delivery

Defined scope, timeline and milestones with staged acceptance — best when goals are clear and speed matters.

Fixed scopeMilestones

Joint build

We embed with your engineering team, delivering while writing the docs and standards that stay with you.

Embedded teamCapability transfer

Long-term advisory

Quarterly architecture reviews, technology roadmaps and hard-problem support for teams that need an outside view.

Architecture reviewRoadmap
Start

Clarify the problem first, then the solution

A free 60-minute technical conversation: we give you a scenario judgement, a technical path and a rough effort estimate.

Talk to us See the agent demo