Xwindy AI

Make AI usefulin real business

AI implementation, team training, and venture incubation for practical, lasting business capability.

What we run, in numbers

Four numbers describe the shape of our work: how many paths, programs and steps it runs on, and where we deliver.

3Service paths

Implementation · Training · Incubation

4Focused programs

FDE · Workbuddy · OPC · Digital Human

4Delivery steps

Diagnose · Co-design · Pilot · Operate

3Service cities

Shenzhen · Beijing · Shanghai

One service system for every stage of AI adoption

From enterprise workflows to team capability and independent ventures, each service connects to a clear business goal.

01

Enterprise Implementation

AI Agent Implementation

Diagnose high-value scenarios, redesign workflows, and build production-ready agents and digital human applications around real business processes.

Scenario DiagnosisAI FDE PartnershipAI Digital HumanPilot to Production
02

Team Enablement

AI Practical Training

Turn AI tools into repeatable team workflows through task-based training, hands-on practice, and reusable templates.

Workbuddy TrainingEnterprise CoursesAgent Workshops
03

Venture Incubation

AI Venture & Global Growth

Help independent founders and lean teams productize expertise, build AI operating systems, and validate global markets.

AI OPC IncubationProductizationAI Global Expansion

Focused programs for different starting points

Choose by organization and business stage. Every program follows the same principle: start with real work and finish with a usable outcome.

For enterprise teams with clear scenarios and a need for deep collaboration

Business and AI experts, building the solution together

Using a Forward Deployed Engineer model, we work inside your business context to diagnose scenarios, design agents, launch pilots, and iterate with your team.

Start with a real business problem, not a standard product package.

Contact Us

What we work on

  1. 01

    Field research and high-value scenario selection

  2. 02

    Agent prototypes, system integration, and workflow redesign

  3. 03

    Pilot review, outcome evaluation, and ongoing iteration

Start with frequent, measurable scenarios

The right entry point matters more than a large feature list. We prioritize scenarios that can be tested in real work and improved through use.

01

Manufacturing & Supply Chain

Build agents around scheduling, quality records, equipment maintenance, and knowledge Q&A so frontline expertise becomes reusable digital capability.

High-frequency, low-risk workflows
02

Marketing & Customer Service

Connect product knowledge, company materials, and customer communication to improve content production, lead response, and service efficiency.

AI embedded in daily operations
03

Cross-border & Global Teams

Support multilingual content, localized assets, overseas channels, and automated follow-up to validate global markets with a lean team.

A connected content-to-conversion loop

Which path fits your situation?

Match your starting point to a path. Every path begins with one real scenario and ends with a usable outcome.

Your situationRecommended pathFirst stepTypical outcome
Enterprise team with a clear business scenarioAI Agent Implementation · AI FDE PartnershipScenario diagnosis with your frontline teamAgent prototype, pilot review, iteration plan
Team that wants repeatable AI workflowsAI Practical Training · Workbuddy TrainingTask-based workshop on your own materialsReusable team templates and workflows
Independent founder or freelancerAI Venture & Global Growth · AI OPC IncubationNiche positioning and minimum viable productOne-person business operating system
Brand scaling content and customer serviceAI Agent Implementation · AI Digital HumanDigital presenter and content workflow designDigital presenter, knowledge Q&A, course delivery

A shared path from idea to operation

Enterprise implementation, training, and incubation use the same delivery logic: narrow the problem, build together, validate in practice, and keep improving.

01

Diagnose

Map workflows, constraints, and the result worth improving.

02

Co-design

Define the scenario, workflow, roles, and smallest useful solution.

03

Pilot

Test with real tasks and real users, then review what works.

04

Operate

Refine templates, agents, and team practices for continuous use.

We deliver more than an AI application. We help organizations build the capability to keep improving it.

Xwindy AI (深圳市策马西风智能科技有限公司) connects AI technology, organizational capability, and global growth. We work from real business value, with transparent collaboration and practical delivery.

Business before toolsCo-creation over black-box deliverySmall pilots, continuous operation

Questions people ask before starting

Straight answers about services, programs, and how an engagement begins.

What does Xwindy AI do?

Xwindy AI (深圳市策马西风智能科技有限公司) puts AI into real business through three service paths: agent implementation for enterprises, practical training for teams, and incubation for independent founders, supported by four focused programs.

  • 3 service paths, 4 focused programs, one shared delivery method
  • Every engagement starts from a real business problem, not a product package

Which program should an enterprise start with?

Most enterprise teams start with the AI FDE Partnership, because the first step is a scenario diagnosis with your own people rather than a fixed product package.

  • First: high-value scenario selection
  • Then: agent prototype, pilot review, ongoing iteration

How is an FDE engagement different from buying an AI product?

A Forward Deployed Engineer works inside your business context — process, data and roles — so the solution is designed around your workflow instead of your workflow being adapted to a tool.

  • Scenario research and workflow redesign
  • System integration and pilot evaluation
  • Your team keeps the templates and the capability

Is Workbuddy training suitable for a team without a technical background?

Yes. Workbuddy training starts from everyday office tasks — documents, meetings, information and knowledge — and uses your own materials, so no engineering background is required.

  • Hands-on practice with your real files
  • Role-specific workflow design and live exercises
  • Team templates to reuse after the session

Who is AI OPC Incubation for?

AI OPC Incubation is for independent founders, freelancers and high-leverage individuals who want to turn one person expertise into a business system that keeps running.

  • Niche positioning and minimum viable product
  • AI workflows for content, sales and delivery
  • Market validation and global expansion pathways

How does an engagement start, and how long does it take?

Send one real business problem to apollo@xwindy.ai. We reply with a recommended path and a first step, usually a single scenario pilot — the schedule follows the scope of that scenario.

  • One email is enough to start
  • We work from Shenzhen, Beijing and Shanghai
  • Pilot first, then scale only what works

References and public sources

The methods below follow publicly published guidance. Read them if you want to check our framing against the original material.

AI Index Report

Stanford HAI

Annual public data on AI capability, adoption and policy — useful background when scoping an AI programme.

People + AI Guidebook

Google PAIR

Public design guidance for human-AI interaction, referenced when we design agent and assistant workflows.

AI Principles

OECD

Publicly stated principles on responsible AI use, referenced in our co-creation and disclosure practice.

These links are provided for reading and attribution only. Xwindy AI is not affiliated with, endorsed by, or partnered with any of the organisations listed.