AI has no obvious starting point
There are many tools, but no clear priority, scenario map, or implementation sequence.
Enterprise AI Implementation Advisor x Inner Systems Practitioner
I am Xingyou. I help founders and business teams build practical AI infrastructure, redesign workflows, turn knowledge into reusable assets, and create sustainable customer acquisition systems.
Guangzhou / Shenzhen / Hangzhou | For founders, owners, and brand leaders
PORTRAITMy work sits at the intersection of technology, brand strategy, business growth, and human clarity. I have worked across technology media, content studios, automotive marketing, and hands-on enterprise AI implementation.
The core belief is simple: AI should not stay as scattered tools. It should enter the actual workflow, connect to business knowledge, and become a system that teams can use every day.
Use AI to rebuild the external business system, and awareness to calibrate the internal human system.
EXPERIENCE / BUSINESS CONTEXT
I have worked across technology reporting, content marketing, automotive local launches, and founder-facing AI implementation, with experience connected to Tencent, bilibili, ZEISS, DJI, and NIO.
CLIENT NEEDS / WHERE I HELP
Most teams do not need another tool list. They need a clear path from use case to workflow, content, leads, and revenue.
There are many tools, but no clear priority, scenario map, or implementation sequence.
AI remains a personal habit instead of becoming shared workflow and organizational capability.
Positioning, production, distribution, and conversion are disconnected.
Experience lives in people and files, not in a system the team can operate.
METHOD / FOUR-LAYER GROWTH INFRASTRUCTURE
The homepage shows the path. The Chinese method page contains the fuller operating model, examples, workshops, and course entry points.
FEATURED CASE / REAL BUSINESS
We started from the part closest to cash flow: lead acquisition. AI infrastructure, traffic infrastructure, content assets, and human sales follow-up were connected into one measurable growth loop.

Traditional food manufacturing x AI growth implementation
We started from the part closest to cash flow: lead acquisition. AI infrastructure, traffic infrastructure, content assets, and human sales follow-up were connected into one measurable growth loop.
SKILL STORE / DIGITAL PRODUCTS
The current store is Chinese-first and delivered through WeChat consultation. Each Skill is designed as a reusable operating prompt system.
Find the first roles and workflows worth transforming with AI.
Turn experience, opinions, cases, and client questions into a reusable brand knowledge base.
Identify buying signals, budget clues, and content angles for better leads.
Separate facts, emotions, risks, attachments, and bottom lines before making hard calls.
Review business results, AI systems, team collaboration, and personal state together.
WORK WITH ME / START SMALL
Public entry products are simple. Enterprise projects begin with diagnosis and scope alignment.
Consultation path
Small group session in Guangzhou. Bring your laptop and build one real AI workflow for your business.
Consultation path
30-90 day implementation support around knowledge bases, workflows, content growth, and team adoption.
Consultation path
A more selective project path for content systems, public-domain acquisition, private-domain handling, and founder IP.
START HERE / CONTACT
Scan the WeChat QR code on the Chinese site, or contact me through Xiaohongshu @星知所AI. Please include your industry, team size, the problem you most want to solve, and your expected start date.

Scan and mention "AI consultation".