Combined public team materials record more than 150 AI talks, enterprise trainings and hands-on workshops.
YUANWU DATA
YUANWU AI, evolving with you
Help leaders, business owners and data teams decide what AI to do first, who should use it and how to prove results.

Business Introduction
A connected path from AI training to consulting and delivery
Our combined team materials include reusable course outlines, workshop assets and industry cases spanning enterprise AI training, agents, knowledge bases, workflow automation, GEO growth and FDE delivery.
Combined public team materials record more than 6,600 learner attendances across enterprises, universities and open programs.
The founding team and spark instructors jointly cover consulting, courses, agents, workflows and growth scenarios.
From field discovery and process breakdown to POC and delivery, AI capability is translated into results a business can verify.
- Field discovery
- Scenario priority
- Pilot blueprint
- Acceptance path
Design traceable agent systems around company documents, policies, products, support, approvals, hiring and learning content.
- RAG knowledge base
- Workflow orchestration
- Permission boundaries
- Iteration loop
Workshops use real business tasks so learners leave with prompts, documents, data workflows, content assets or automation drafts.
- Executive alignment
- Role-based practice
- Tool templates
- Post-class action plan
Choose the path closest to your current task
If you are evaluating AI training, consulting plans or internal approval material, start here and continue on the matching page.
Courses and Workshops
From one-hour literacy to two-day labs and ongoing enablement
Programs are built around real tasks for executives, business leads, public-sector teams, universities and overseas-growth teams, with reusable workflows, templates or scenario blueprints as outputs.
Build a practical foundation in large models, local AI tools, prompt frameworks and data-safety boundaries.
View full outlinePractice weekly reports, meeting notes, presentations, spreadsheet analysis, file organization and content generation.
View full outlineStart with one department and one repeated pain point, then design an agent scenario, workflow or Skill.
View full outlinePractice research, knowledge organization, presentation copy, landing-page prototypes, project rules and workflow assets.
View full outlineCommon decision entries
The most common buyer tasks are grouped into four entries so training, business and partner teams can find the next step faster.
From problem framing to pilot rollout
Clarify business goals, role workflows and data readiness first, then choose training, consulting, product bundles or case references.
Solutions
AI解决方案
先梳理业务目标、数据条件和权限边界,再给出可试点、可验收的AI应用方案。
- 场景诊断
- 试点设计
- 数据与权限
- 落地陪跑
Training
企业AI培训
把管理层共识、岗位工作流和AI工具训练合在一起,让团队知道在哪用、怎么用、如何复盘。
- 高管共识
- 岗位实战
- 提示工程
- 课后复盘
Products
产品中心
把咨询、课程、工具包和交付服务拆成可选择的组合,便于采购、试点和验收。
- 咨询方案
- 训练营
- 工具模板
- 交付验收
Cases
成功案例
查看已审核的客户场景、推进路径和结果口径,帮助内部判断投入优先级。
- 场景背景
- 实施路径
- 结果口径
- 复盘启发
Make AI rollout discussable, reviewable and accepted
Enterprise AI work often stalls on unclear goals, permissions and follow-up. We bring those questions forward in the service flow.
Align on business metrics, key roles and pilot scope before buying tools or booking generic training.
Courses, cases and resources are managed through publication workflows so teams use one reviewed version.
Training requests, diagnostics, course support and refund notes all point to official service channels.

Case materials span healthcare, finance, legal, commerce, education, media, government, manufacturing and retail. Public copy uses representative descriptions to avoid exposing unconfirmed client details.
Enterprise AI training request
Tell us what AI problem your team needs to solve
Share team roles, target scenarios and timing. We will recommend the right training, consulting or demo path.
- Confirm team roles
- Recommend the right path
- Schedule training or demo
Enterprise AI transformation diagnostic
Enterprise AI transformation diagnostic
Leave your contact details and we will send a diagnostic checklist for internal discussion across goals, roles, data and procurement questions.
- Leave contact details
- Receive the checklist by email
- Use it before discussion





