AI Strategy & Opportunity Diagnostic
Prioritize investment by business value, feasibility, and organizational readiness.
Executive Clarity
AW企业AI转型全案服务
Move AI from tool experiments into your business operating system
From AI strategy and scenario diagnostics to workflows, agents, and intelligent application development.
AI-powered growth.
Grounded in business reality.
- People
- Data
- Process
- AI
- Growth
From scattered tools to organizational capability
You do not need more AI tools. You need an executable transformation path.
When data, processes, knowledge, and decisions remain disconnected, even the best model creates only local efficiency. AW starts from business outcomes and prioritizes the cases worth transforming first.
Transformation Path
Use 90 days as the first evidence cycle
- 01
Enterprise AI Diagnostic
Map business friction, data readiness, key workflows, and priority opportunities.
- 02
90-Day Transformation Pilot
Validate business value and team adoption in one high-impact use case.
- 03
Agents & Intelligent Systems
Connect knowledge, workflows, agents, and applications into an operable system.
- 04
Operations & Governance
Continuously improve adoption, risk controls, measures, and AI capability.
What We Build
From strategic judgment to operating intelligent systems
Strategy · Workflow · Agents · Apps
Workflow & Knowledge Systems
Turn tacit experience into reusable and auditable workflows and knowledge assets.
Agents & Intelligent Applications
Build human-AI collaboration, approvals, and feedback around real job-to-be-done.
Executive Alignment & AI Governance
Establish boundaries, ownership, measures, and continuous improvement.
Selected Work
Applied AI work grounded in real business
Completed by the AW team and approved for public presentation, showing applied work in cross-border commerce and AI content production.
01 / CROSS-BORDER COMMERCE
Cross-Border Commerce App
A mobile operating entry point for an international market, integrating product discovery, sourcing services, logistics, order tracking, and customer support.
Available on the App Store and Google Play
02 / AI CONTENT PRODUCTION
Multimodal AI Content Production
A unified workflow connecting source text, voice, visuals, subtitles, and timeline editing for iterative production.
Integrated workflow · Editable process · Continuous iterationAW Method
AI transformation is business-system redesign, not software procurement
We translate technology into operating mechanisms and advance through Customer Zero validation and Small Wins, so every step can be understood, used, and measured.
- 01Four-Dimension Diagnostic
- 02Customer Zero + Small Win
- 03Four-Layer Intelligence System
- 04AI-Augmented Decisions
Founder & Thought Leadership
Driven by international business perspective and applied AI transformation
Amina Wu (吴健岚) is a postgraduate student at The University of Hong Kong focused on Artificial Intelligence and Business Transformation, and holds the Tencent Cloud ADP Forward Deployed Engineer (FDE) certification. Since early 2023, she has focused on turning AI into practical business systems.
- Postgraduate student at The University of Hong Kong, focused on AI and Business Transformation
- Tencent Cloud ADP Forward Deployed Engineer (FDE) Certification
Amina Wu / 吴健岚
Founder & Enterprise AI Transformation Strategist
Explore Amina Wu’s perspectiveBooks & Learning
Books & Courses
From practical enterprise AI transformation to the relationship between technology, business, and humanity.
Founder Publication
2026 Edition · Coming SoonThe First Lesson in AI Transformation for SMEs
Read the shifts, shape the roadmap, and find the first 90-day foothold
A practical path for Chinese SMEs to identify opportunities, set priorities, and launch the first 90-day AI transformation pilot.
Coming soon · Purchase information will appear here
Forthcoming book · Technology & Humanity
The First Lesson for Humanity in the AI Age
How do we make our own choices and take responsibility for our lives?
As more tasks can be delegated to AI, a reflection on human judgment, choice, responsibility, and our relationship with technology.
Coming soon · Purchase information will appear here
Online Course
AI Transformation for SMEs · Online Course
For SME business leaders: connect an understanding of AI with business priorities and the first steps of a transformation pilot.
In development · Details and enrollment will be announced at launch
Start with clarity
Identify the one business problem most worth transforming with AI
Use the diagnostic to establish priorities, a pilot boundary, and practical next actions.