INDUSTRIES
AI by industry
The stuck point changes by industry. Pick yours, see the pain, the cases, and the packs, then choose training, consulting, or a system.
MANUFACTURING
Manufacturing
Keep quotes, follow-up, and know-how in the process, not in someone’s head
Open the industry →
TRADE
Export
Speed up buyer research, outreach, and multilingual materials without inventing facts
Open the industry →
RETAIL
Retail
Align support and community replies so content and conversion stay consistent
Open the industry →
EDUCATION
Education
Speed up course materials and Q&A, and still have a person check the facts
Open the industry →
SERVICES
Services
Spend less time on proposals and weekly reports, more on judgment
Open the industry →
REAL ESTATE
Real estate
Listing copy, visit follow-up, and property notices, without invented facts
Open the industry →
Industry reading
Browse insightsRead the method for manufacturing, export, or retail, then open that industry page.
How-to
采购询价AI：供应商回复对照表
采购收到多份供应商报价后，用AI整理对照表：规格符合度、交期、条款差异与待澄清项，价格结论仍人工。
Industry notes
外贸行业AI落地手册：研究写信报价展会
外贸AI按四条主线落地：买家研究、开发信、询盘报价、展会跟进；每条都带模板、案例与红线。
Industry notes
零售AI落地手册：FAQ内容私域
零售/电商AI按三条主线推进：FAQ知识库、上新内容流水线、私域咨询口径；先治理再自动化。
Industry notes
教育行业AI落地手册：课件答疑招生
教育培训机构AI落地按课件、答疑、招生三条线推进，强调事实闸口与合规话术，避免编造录取与效果承诺。
How-to
班次交接AI：门店与客服通用
用结构化交接把门店与客服班次信息写清：未闭环事项、风险与待跟进客户，避免口头交接丢单。
Industry notes
房地产AI落地手册：房源跟进物业
房地产相关业务AI按房源描述、带看跟进、物业工单三条线推进，强调合规表述与承诺闸口。
常见问题
Questions about industry pages
Pick the industry slice before you choose training, a pack, or a consult. One office template does not fit every business.
01
Why look at AI by industry?
A manufacturer’s quote, an exporter’s outreach, and a retail support desk get stuck in different places. The industry page shows the pain, the opening, the cases, and the pack. One office template does not fit every business.
02
What if our industry is not listed?
Start with the smaller-office pack: meeting notes, weekly updates, and standard support replies. If the industry difference is large, book a consult to name the slice.
Not sure where your industry should start?
Book a consult. We pick the scene worth doing first, and whether that means training, a pack, or a custom build.