30个基于DeepSeek（人工智能技术）的高潜力赚钱赛道

这是一篇关于30个基于DeepSeek（人工智能技术）的高潜力赚钱赛道的思维导图，主要内容包括：说明，关键执行建议，30. 区块链：智能合约审计，29. 元宇宙：虚拟人社交，28. 非营利组织：捐赠匹配平台，27. 城市管理：交通流量预测，26. 广告投放：智能创意生成，25. 体育训练：动作纠正系统，24. 音乐创作：AI作曲工具，23. 航空航天：飞行数据优化，22. 公共安全：犯罪预测系。

30个基于DeepSeek（人工智能技术）的高潜力赚钱赛道

• 以下是基于“DeepSeek（AI技术） + 私有知识库（垂直数据） + 应用软件（落地场景） ”组合的30个高潜力赛道，涵盖路径规划和商业模式设计说明，适用于2023-2025年市场趋势：
• 1. 医疗健康：AI辅助诊疗
  • 1. 路径
    • 1. 整合医疗文献、病例数据构建私有知识库；
    • 2. 开发AI问诊工具（如症状分析、用药建议）；
    • 3. 与医院/诊所合作嵌入系统，或直接面向患者提供付费服务。
  • 2. 商业模式
    • B2B：向医疗机构收取SaaS订阅费；
    • B2C：用户付费获取个性化健康报告或在线问诊服务；
    • 数据增值：匿名病例数据脱敏后出售给药企。
• 2. 金融科技：智能投顾
  • 1. 路径
    • 1. 整合经济数据、用户风险偏好构建模型；
    • 2. 开发个性化投资组合推荐软件；
    • 3. 与券商/银行合作嵌入服务，或直接面向散户收费。
  • 2. 商业模式
    • 佣金分成：用户交易时收取手续费；
    • 会员订阅：提供高级策略分析服务；
    • 数据服务：为金融机构提供市场趋势预测报告。
• 3. 教育科技：自适应学习平台
  • 1. 路径
    • 1. 聚合教材、题库、教学视频构建知识库；
    • 2. 开发AI动态调整学习路径的功能；
    • 3. 面向学校或学生按学科/年级收费。
  • 2. 商业模式
    • B2B：学校采购系统按学生数付费；
    • B2C：家长订阅学生个性化学习报告；
    • 广告合作：教育硬件厂商精准投放广告。
• 4. 工业制造：预测性维护
  • 1. 路径
    • 1. 采集设备传感器数据构建故障模型库；
    • 2. 开发AI预测设备故障时间的软件；
    • 3. 向工厂按设备数量收取年费。
  • 2. 商业模式
    • 订阅制：按设备接入量收费；
    • 增值服务：提供备件供应链对接；
    • 数据变现：行业设备故障率报告销售。
• 5. 零售电商：AI导购助手
  • 1. 路径
    • 1. 整合商品数据、用户行为构建推荐模型；
    • 2. 开发虚拟导购插件（如聊天机器人）；
    • 3. 嵌入电商平台或独立App收费。
  • 2. 商业模式
    • 按转化率分成：用户下单后收取佣金；
    • SaaS模式：商家按功能模块付费；
    • 数据服务：提供消费者画像分析报告。
• 6. 法律科技：智能合同审查
  • 1. 路径
    • 1. 构建法律条文、判例知识库；
    • 2. 开发合同风险自动标注工具；
    • 3. 向律所/企业按合同审查量收费。
  • 2. 商业模式
    • 按次收费：单份合同审查价格；
    • 企业年费：无限次使用高级功能；
    • 合规培训：提供AI生成的风险防范课程。
• 7. 农业科技：精准种植决策
  • 1. 路径
    • 1. 整合土壤、气候、作物数据构建模型；
    • 2. 开发种植建议App（如施肥/灌溉时间）；
    • 3. 面向农场/农户按土地面积收费。
  • 2. 商业模式
    • 订阅制：按亩/年收费；
    • 硬件捆绑：销售智能传感器设备；
    • 供应链对接：推荐农资供应商赚取佣金。
• 8. 人力资源：AI招聘匹配
  • 1. 路径
    • 1. 聚合岗位描述、简历数据训练匹配模型；
    • 2. 开发智能招聘平台（自动筛选候选人）；
    • 3. 向企业按成功入职人数收费。
  • 2. 商业模式
    • 按结果付费：收取候选人年薪的10%-20%；
    • 企业会员：无限发布职位和查看简历；
    • 人才库租赁：向猎头公司出售候选人数据。
• 9. 物流运输：智能路径优化
  • 1. 路径
    • 1. 整合交通、天气、订单数据构建模型；
    • 2. 开发动态路线规划软件；
    • 3. 向物流公司按车辆数或订单量收费。
  • 2. 商业模式
    • SaaS订阅：基础功能+高级算法包；
    • 碳积分交易：优化减排后出售碳配额；
    • 供应链金融：为司机提供运费预付服务。
• 10. 能源管理：电力需求预测
  • 1. 路径
    • 1. 收集用电数据、天气信息训练预测模型；
    • 2. 开发企业用电优化软件；
    • 3. 向工厂/商场按节能效果分成。
  • 2. 商业模式
    • 按节省电费分成：抽取20%-30%；
    • 碳交易服务：帮助企业出售减排指标；
    • 硬件销售：搭配智能电表设备。
• 11. 内容创作：AI视频生成
  • 1. 路径
    • 1. 构建视频素材、文案模板知识库；
    • 2. 开发一键生成短视频工具；
    • 3. 面向自媒体/企业按视频数量收费。
  • 2. 商业模式
    • 按分钟计费：生成视频长度定价；
    • 会员制：无限使用模板库；
    • 版权分成：用户使用平台素材后收益分成。
• 12. 房地产：智能估值与推荐
  • 1. 路径
    • 1. 整合房价、地段、政策数据训练模型；
    • 2. 开发房产估值+推荐系统；
    • 3. 向中介公司或购房者收费。
  • 2. 商业模式
    • B2B：中介采购系统按房源数付费；
    • B2C：用户付费获取深度分析报告；
    • 广告收入：装修/房贷公司精准投放。
• 13. 心理健康：情绪分析助手
  • 1. 路径
    • 1. 整合心理量表、咨询案例构建知识库；
    • 2. 开发语音/文字情绪识别App；
    • 3. 用户订阅或向企业提供员工心理健康服务。
  • 2. 商业模式
    • 个人会员：月度订阅解锁高级功能；
    • 企业服务：按员工数收取EAP（员工援助计划）费用；
    • 数据匿名化：向研究机构出售情绪趋势报告。
• 14. 游戏开发：AI NPC生成
  • 1. 路径
    • 1. 构建游戏剧情、角色行为数据库；
    • 2. 开发动态生成NPC对话和行为的工具；
    • 3. 向游戏工作室按项目收费。
  • 2. 商业模式
    • 按NPC数量收费：每个角色定价；
    • 引擎分成：游戏收入抽成；
    • UGC生态：玩家创作角色后平台抽佣。
• 15. 食品安全：区块链溯源
  • 1. 路径
    • 1. 整合生产、物流数据构建溯源链；
    • 2. 开发扫码查源头的App；
    • 3. 向食品企业按商品数量收费。
  • 2. 商业模式
    • 按商品量收费：每件商品支付0.1元；
    • 品牌增值：提供“可信认证”标签服务；
    • 数据服务：向政府提供食品安全预警。
• 16. 汽车后市场：AI故障诊断
  • 1. 路径
    • 1. 整合汽车品牌故障代码、维修案例构建知识库；
    • 2. 开发车载OBD设备+AI诊断App（实时监测车辆状态）；
    • 3. 面向车主/4S店按诊断次数或设备销售收费。
  • 2. 商业模式
    • 硬件销售：智能诊断设备（单价500-2000元）；
    • 订阅服务：车主按月付费获取远程诊断报告；
    • B2B合作：向维修厂提供故障预测数据订阅。
• 17. 时尚行业：虚拟试衣间
  • 1. 路径
    • 1. 采集人体3D模型、服装版型数据构建数据库；
    • 2. 开发AR试衣App（支持手机/智能镜交互）；
    • 3. 向服装品牌按使用次数收费，或用户付费解锁高级功能。
  • 2. 商业模式
    • 按试穿量分成：用户下单后收取佣金；
    • SaaS模式：品牌商按门店数订阅服务；
    • 数据变现：向设计师提供流行趋势分析报告。
• 18. 旅游规划：个性化行程生成
  • 1. 路径
    • 1. 整合景点数据、用户评价、交通信息训练模型；
    • 2. 开发AI行程规划工具（一键生成吃住行方案）；
    • 3. 嵌入OTA平台或独立App，按行程订阅收费。
  • 2. 商业模式
    • 会员制：月度订阅解锁多目的地规划；
    • 佣金分成：用户预订酒店/门票时抽成；
    • 广告合作：本地商家付费优先推荐。
• 19. 宠物健康：AI问诊+智能项圈
  • 1. 路径
    • 1. 聚合宠物病例、品种特征构建知识库；
    • 2. 开发智能项圈（监测心率/活动）+AI问诊App；
    • 3. 面向宠物主按设备+服务捆绑收费。
  • 2. 商业模式
    • 硬件+服务套餐：项圈（199元）+年费问诊（299元/年）；
    • 宠物医院合作：导流用户抽取分成；
    • 数据服务：向宠物食品公司提供健康趋势报告。
• 20. 建筑行业：智能图纸审查
  • 1. 路径
    • 1. 收集建筑规范、施工图纸数据训练模型；
    • 2. 开发AI自动审查工具（检测结构/消防合规性）；
    • 3. 向设计院/开发商按图纸数量收费。
  • 2. 商业模式
    • 按图纸页数计费：0.5-1元/页；
    • 企业年费：无限次审查+优先技术支持；
    • 培训服务：提供AI辅助设计课程。
• 21. 保险科技：动态保费定价
  • 1. 路径
    • 1. 整合用户行为数据（如驾驶习惯、健康记录）；
    • 2. 开发AI保费计算引擎（实时调整费率）；
    • 3. 与保险公司合作，按保费流水抽成。
  • 2. 商业模式
    • 佣金分成：每单保费抽取3%-5%；
    • 风险预测服务：向保险公司出售用户风险评分；
    • 用户增值服务：付费获取风险降低建议。
• 22. 公共安全：犯罪预测系统
  • 1. 路径
    • 1. 聚合历史犯罪数据、城市监控信息构建模型；
    • 2. 开发区域风险热力图生成软件；
    • 3. 向公安部门按辖区面积或预测精度收费。
  • 2. 商业模式
    • 政府采购：城市级系统（100万-500万/年）；
    • 企业服务：商场/社区购买安全预警服务；
    • 数据合规变现：匿名化数据用于城市规划研究。
• 23. 航空航天：飞行数据优化
  • 1. 路径
    • 1. 收集航班历史数据、天气信息训练模型；
    • 2. 开发燃油消耗优化+航线规划软件；
    • 3. 向航空公司按节省成本比例分成。
  • 2. 商业模式
    • 按效果付费：节省燃油费用的10%-15%；
    • 数据报告：提供行业飞行效率白皮书；
    • 培训合作：为飞行员提供AI辅助决策课程。
• 24. 音乐创作：AI作曲工具
  • 1. 路径
    • 1. 构建音乐风格库（和弦、旋律、节奏数据）；
    • 2. 开发AI作曲插件（支持一键生成背景音乐）；
    • 3. 面向音乐人/视频创作者按曲目数量收费。
  • 2. 商业模式
    • 按曲目授权：50-500元/首（商用分级定价）；
    • 订阅制：无限下载非商用音乐；
    • 版权分成：用户作品收益抽成5%-10%。
• 25. 体育训练：动作纠正系统
  • 1. 路径
    • 1. 采集运动员动作数据（如篮球投篮、游泳姿势）；
    • 2. 开发AI动作分析App（实时反馈纠正建议）；
    • 3. 面向职业队/健身房按团队或会员数收费。
  • 2. 商业模式
    • B2B：职业队采购系统（10万-50万/年）；
    • B2C：个人用户订阅（99元/月）；
    • 硬件捆绑：销售动作捕捉传感器。
• 26. 广告投放：智能创意生成
  • 1. 路径
    • 1. 聚合成功广告案例、用户点击数据训练模型；
    • 2. 开发AI创意生成工具（文案+图片/视频）；
    • 3. 向广告主按创意数量或投放效果收费。
  • 2. 商业模式
    • 按生成量计费：100元/条创意；
    • 效果分成：广告点击转化后抽成1%-3%；
    • 企业订阅：无限生成+团队协作功能。
• 27. 城市管理：交通流量预测
  • 1. 路径
    • 1. 整合交通摄像头、GPS数据构建实时模型；
    • 2. 开发城市级交通调度软件（红绿灯优化）；
    • 3. 向交管部门按系统部署范围收费。
  • 2. 商业模式
    • 政府项目：城市智慧交通系统（500万-2000万）；
    • 数据服务：向地图公司出售实时路况数据；
    • 公众服务：App推送绕行建议（广告植入）。
• 28. 非营利组织：捐赠匹配平台
  • 1. 路径
    • 1. 收集公益项目数据、捐赠人偏好构建模型；
    • 2. 开发AI匹配捐赠人与受助对象的平台；
    • 3. 向公益机构按成功匹配金额抽成。
  • 2. 商业模式
    • 佣金模式：捐赠金额的1%-3%；
    • 企业合作：CSR（企业社会责任）定制服务费；
    • 透明度报告：付费生成捐赠影响力分析。
• 29. 元宇宙：虚拟人社交
  • 1. 路径
    • 1. 构建虚拟人形象、对话语料库；
    • 2. 开发3D虚拟社交平台（AI驱动虚拟人互动）；
    • 3. 用户付费购买虚拟形象/道具，或品牌赞助植入。
  • 2. 商业模式
    • 虚拟商品：服装/道具NFT销售；
    • 会员订阅：专属虚拟空间和高级功能；
    • 品牌合作：虚拟场景广告位租赁。
• 30. 区块链：智能合约审计
  • 1. 路径
    • 1. 收集DeFi协议、NFT项目代码构建漏洞库；
    • 2. 开发AI自动审计工具（检测合约风险）；
    • 3. 向区块链项目方按审计报告等级收费。
  • 2. 商业模式
    • 按项目收费：基础审计（5000元起）；
    • 安全认证：通过审计后颁发证书（年费制）；
    • 漏洞赏金：用户提交漏洞后平台抽成奖励。
• 关键执行建议
  • 1. 快速验证MVP
    • ：选择1-2个赛道开发最小可行性产品（如AI问诊工具、合同审查插件），通过用户反馈迭代。
  • 2. 行业联盟突破
    • ：优先与垂直领域头部企业合作（如医疗联合三甲医院，金融绑定券商），建立标杆案例。
  • 3. 合规与伦理
    • 医疗/金融等强监管领域需提前申请资质（如互联网医院牌照、金融科技备案）；
    • 数据使用遵循“最小必要原则”，避免用户隐私争议。
  • 4. 通过技术垂直化+场景精细化+商业模式弹性化 ，可最大化DeepSeek的落地价值与商业回报。
• 说明
  • 导图制作工具：Mindmaster，制作：空茶杯
• "30 High-Potential Profitable Niches Based on 'DeepSeek (AI Technology)'"
  • The following are 30 high potential profitable tracks based on "DeepSeek (AI technology)", combined with a brief path and business model design explanation, applicable to market trends from 2023 to 2025:
  • 1. Healthcare: AI assisted diagnosis and treatment
    • 1. route
      • 1. Integrate medical literature and case data to construct a model;
      • 2. Develop AI diagnostic tools (such as symptom analysis and medication recommendations);
      • 3. Collaborate with hospitals/clinics to embed systems or provide paid services directly to patients.
    • 2. business model
      • B2B： Charging SaaS subscription fees to medical institutions;
      • B2C： Users pay to obtain personalized health reports or online consultation services;
      • Value added data: anonymized case data is sold to pharmaceutical companies.
  • 2. Financial Technology: Intelligent Investment Advisory
    • 1. route
      • 1. Integrating economic data and user risk preferences to construct a model;
      • 2. Develop personalized investment portfolio recommendation software;
      • 3. Collaborate with securities firms/banks to embed services, or directly charge retail investors.
    • 2. business model
      • Commission sharing: a handling fee is charged to users during transactions;
      • Member subscription: provides advanced strategy analysis services;
      • Data service: providing market trend prediction reports for financial institutions.
  • 3. Educational Technology: Adaptive Learning Platform
    • 1. route
      • 1. Aggregate textbooks, question banks, and instructional videos to build a knowledge base;
      • 2. Develop the ability for AI to dynamically adjust learning paths;
      • 3. Charge by subject/grade for schools or students.
    • 2. business model
      • B2B： The school procurement system pays based on the number of students;
      • B2C： Parents subscribe to personalized learning reports for students;
      • Advertising cooperation: Education hardware manufacturers accurately place advertisements.
  • 4. Industrial manufacturing: predictive maintenance
    • 1. route
      • 1. Collecting sensor data from equipment to construct a fault model library;
      • 2. Develop software for AI prediction of equipment failure time;
      • 3. Charge an annual fee to the factory based on the number of equipment.
    • 2. business model
      • Subscription system: charged based on the number of devices connected;
      • Value added services: providing spare parts supply chain docking;
      • Data monetization: Industry equipment failure rate report sales.
  • 5. Retail e-commerce: AI shopping assistant
    • 1. route
      • 1. Integrate product data and user behavior to build a recommendation model;
      • 2. Develop virtual shopping guide plugins (such as chatbots);
      • 3. Embedded e-commerce platforms or independent apps charge fees.
    • 2. business model
      • Divided by conversion rate: commission will be charged after users place orders;
      • SaaS model: Merchants pay by functional module;
      • Data service: Provide consumer profiling analysis reports.
  • 6. Legal Technology: Smart Contract Review
    • 1. route
      • 1. Building a knowledge base of legal provisions and precedents;
      • 2. Develop an automatic contract risk annotation tool;
      • 3. Charge law firms/enterprises based on the volume of contract review.
    • 2. business model
      • Fee per occurrence: review price per contract;
      • Enterprise annual fee: unlimited use of advanced features;
      • Compliance training: Provide AI generated risk prevention courses.
  • 7. Agricultural Technology: Precise Planting Decision making
    • 1. route
      • 1. Integrate soil, climate, and crop data to construct models;
      • 2. Develop a planting suggestion app (such as fertilization/irrigation time);
      • 3. Charge based on land area for farms/farmers.
    • 2. business model
      • Subscription system: charged per mu/year;
      • Hardware bundling: selling smart sensor devices;
      • Supply chain docking: Recommend agricultural material suppliers to earn commissions.
  • 8. Human Resources: AI Recruitment Matching
    • 1. route
      • 1. Aggregate job descriptions and resume data to train a matching model;
      • 2. Develop an intelligent recruitment platform (automatic screening of candidates);
      • 3. Charging companies based on the number of successful hires.
    • 2. business model
      • Pay by Results: Collect 10% -20% of the candidate's annual salary;
      • Enterprise members: unlimited posting of positions and viewing of resumes;
      • Talent pool leasing: selling candidate data to headhunting companies.
  • 9. Logistics transportation: intelligent path optimization
    • 1. route
      • 1. Integrate traffic, weather, and order data to build a model;
      • 2. Develop dynamic route planning software;
      • 3. Charge logistics companies based on the number of vehicles or order volume.
    • 2. business model
      • SaaS subscription: basic features+advanced algorithm package;
      • Carbon point trading: optimizing emissions reduction and selling carbon quotas;
      • Supply chain finance: providing freight prepayment services for drivers.
  • 10. Energy Management: Electricity Demand Forecasting
    • 1. route
      • 1. Collect electricity consumption data and weather information to train prediction models;
      • 2. Develop enterprise electricity optimization software;
      • 3. Divide factories/shopping malls according to their energy-saving effects.
    • 2. business model
      • According to the cost savings, 20% -30% will be deducted;
      • Carbon trading services: helping companies sell emission reduction targets;
      • Hardware sales: Paired with smart meter devices.
  • 11. Content creation: AI video generation
    • 1. route
      • 1. Building a knowledge base of video materials and copywriting templates;
      • 2. Develop a one click short video generation tool;
      • 3. Charge based on the number of videos for self media/enterprises.
    • 2. business model
      • Charge by minute: generate video length pricing;
      • Membership system: unlimited use of template library;
      • Copyright sharing: Revenue sharing after users use platform materials.
  • 12. Real Estate: Intelligent Valuation and Recommendations
    • 1. route
      • 1. Integrate housing prices, location, and policy data to train models;
      • 2. Develop a property valuation and recommendation system;
      • 3. Charging intermediary companies or homebuyers.
    • 2. business model
      • B2B： The intermediary procurement system pays based on the number of housing units;
      • B2C： Users pay to obtain in-depth analysis reports;
      • Advertising revenue: Precise advertising by decoration/mortgage companies.
  • 13. Mental Health: Emotion Analysis Assistant
    • 1. route
      • 1. Integrate psychological scales and counseling cases to build a knowledge base;
      • 2. Develop a voice/text emotion recognition app;
      • 3. Users subscribe to or provide employee mental health services to enterprises.
    • 2. business model
      • Individual member: Monthly subscription unlocks advanced features;
      • Enterprise services: charging EAP (Employee Assistance Program) fees based on the number of employees;
      • Data anonymization: Selling sentiment trend reports to research institutions.
  • 14. Game development: AI NPC generation
    • 1. route
      • 1. Build a database of game plot and character behavior;
      • 2. Develop tools for dynamically generating NPC dialogues and behaviors;
      • 3. Charge game studios by project.
    • 2. business model
      • Charged by NPC quantity: priced per character;
      • Engine revenue sharing: a commission on game revenue;
      • UGC ecosystem: After players create characters, the platform earns commissions.
  • 15. Food Safety: Blockchain Traceability
    • 1. route
      • 1. Integrate production and logistics data to build a traceability chain;
      • 2. Develop an app for scanning codes to check the source;
      • 3. Charge food companies based on the quantity of goods.
    • 2. business model
      • Charge by quantity: 0.1 yuan per item;
      • Brand value-added: providing "trusted certification" label services;
      • Data service: Provide food safety warnings to the government.
  • 16. Automotive aftermarket: AI fault diagnosis
    • 1. route
      • 1. Integrate automotive brand fault codes and repair cases to build a knowledge base;
      • 2. Develop on-board OBD equipment+AI diagnostic app (real-time monitoring of vehicle status);
      • 3. Charge car owners/4S stores based on the number of diagnoses or equipment sales.
    • 2. business model
      • Hardware sales: intelligent diagnostic equipment (unit price 500-2000 yuan);
      • Subscription service: Car owners pay monthly to obtain remote diagnostic reports;
      • B2B cooperation: Provide fault prediction data subscription to repair shops.
  • 17. Fashion industry: virtual fitting room
    • 1. route
      • 1. Collect human 3D models and clothing pattern data to build a database;
      • 2. Develop an AR fitting app (supporting mobile/smart mirror interaction);
      • 3. Charge clothing brands based on usage, or users can pay to unlock premium features.
    • 2. business model
      • Divided by try on quantity: commission will be charged after the user places an order;
      • SaaS model: Brand merchants subscribe to services based on the number of stores;
      • Data monetization: Provide fashion trend analysis reports to designers.
  • 18. Tourism planning: personalized itinerary generation
    • 1. route
      • 1. Integrate scenic spot data, user evaluations, and traffic information training models;
      • 2. Develop an AI itinerary planning tool (one click generation of food, accommodation, and transportation plans);
      • 3. Embedded in OTA platform or independent app, charged by itinerary subscription.
    • 2. business model
      • Membership system: Monthly subscription unlocks multi destination planning;
      • Commission sharing: users receive a commission when booking hotels/tickets;
      • Advertising cooperation: Local merchants pay for priority recommendations.
  • 19. Pet Health: AI Diagnosis+Intelligent Collar
    • 1. route
      • 1. Aggregate pet cases and breed characteristics to build a knowledge base;
      • 2. Develop an intelligent collar (monitoring heart rate/activity)+AI consultation app;
      • 3. Charge pet owners based on device+service bundle.
    • 2. business model
      • Hardware+Service Package: Collar (199 yuan)+Annual Consultation Fee (299 yuan/year);
      • Pet hospital cooperation: diversion user extraction and sharing;
      • Data service: Provide health trend reports to pet food companies.
  • 20. Construction industry: intelligent drawing review
    • 1. route
      • 1. Collect building specifications and construction drawing data to train models;
      • 2. Develop AI automated review tools (to detect structural/fire compliance);
      • 3. Charge the design institute/developer based on the number of drawings.
    • 2. business model
      • Charged based on the number of drawing pages: 0.5-1 yuan/page;
      • Enterprise annual fee: unlimited review+priority technical support;
      • Training services: Provide AI assisted design courses.
  • 21. Insurance Technology: Dynamic Premium Pricing
    • 1. route
      • 1. Integrate user behavior data (such as driving habits, health records);
      • 2. Develop an AI premium calculation engine (real-time adjustment of rates);
      • 3. Cooperate with insurance companies and receive a commission based on the premium flow.
    • 2. business model
      • Commission sharing: 3% -5% will be deducted from each premium;
      • Risk prediction service: selling user risk scores to insurance companies;
      • User value-added services: Pay to obtain risk reduction suggestions.
  • 22. Public Safety: Crime Prediction System
    • 1. route
      • 1. Aggregate historical crime data and urban monitoring information to construct a model;
      • 2. Develop software for generating regional risk heat maps;
      • 3. Charge the public security department based on the area of jurisdiction or prediction accuracy.
    • 2. business model
      • Government procurement: city level systems (1-5 million/year);
      • Enterprise services: Shopping malls/communities purchase safety warning services;
      • Data compliance monetization: anonymized data is used for urban planning research.
  • 23. Aerospace: Flight Data Optimization
    • 1. route
      • 1. Collect flight history data and weather information to train models;
      • 2. Develop fuel consumption optimization and route planning software;
      • 3. Share with airlines based on cost savings ratio.
    • 2. business model
      • Pay for performance: Save 10% -15% of fuel costs;
      • Data report: Provide industry flight efficiency white papers;
      • Training cooperation: Provide AI assisted decision-making courses for pilots.
  • 24. Music Creation: AI Composition Tool
    • 1. route
      • 1. Building a music style library (chord, melody, rhythm data);
      • 2. Develop AI composition plugin (supporting one click generation of background music);
      • 3. Charge musicians/video creators based on the number of tracks.
    • 2. business model
      • Authorized by track: 50-500 yuan/song (commercial graded pricing);
      • Subscription system: unlimited download of non-commercial music;
      • Copyright sharing: Users receive a 5% -10% commission on their work revenue.
  • 25. Sports Training: Movement Correction System
    • 1. route
      • 1. Collect athlete movement data (such as basketball shooting, swimming posture);
      • 2. Develop an AI action analysis app (providing real-time feedback and correction suggestions);
      • 3. Charge professional teams/gyms based on the number of teams or members.
    • 2. business model
      • B2B： Professional team procurement system (100000-500000/year);
      • B2C： Individual user subscription (99 yuan/month);
      • Hardware bundling: Selling motion capture sensors.
  • 26. Advertising placement: intelligent creative generation
    • 1. route
      • 1. Aggregate successful advertising cases and user click data to train a model;
      • 2. Develop AI creative generation tools (copy+images/videos);
      • 3. Charge advertisers based on the number of creative ideas or advertising effectiveness.
    • 2. business model
      • Charged based on the generated quantity: 100 yuan/creative idea;
      • Effect sharing: 1% -3% commission after advertising click conversion;
      • Enterprise subscription: unlimited generation+team collaboration function.
  • 27. Urban Management: Traffic Flow Forecasting
    • 1. route
      • 1. Integrate traffic cameras and GPS data to build real-time models;
      • 2. Develop city level traffic dispatch software (traffic light optimization);
      • 3. Charge the traffic management department according to the scope of system deployment.
    • 2. business model
      • Government project: Urban Smart Transportation System (5-20 million);
      • Data service: Selling real-time traffic data to map companies;
      • Public service: App push detour suggestions (advertising placement).
  • 28. Non profit organization: donation matching platform
    • 1. route
      • 1. Collect data on public welfare projects and construct models based on donor preferences;
      • 2. Develop an AI platform to match donors and beneficiaries;
      • 3. Draw a commission from public welfare organizations based on the successfully matched amount.
    • 2. business model
      • Commission model: 1% -3% of the donation amount;
      • Corporate Cooperation: Customized CSR (Corporate Social Responsibility) Service Fee;
      • Transparency Report: Analysis of the Impact of Paid Donations.
  • 29. Metaverse: Virtual Human Social Interaction
    • 1. route
      • 1. Building a corpus of virtual human images and dialogues;
      • 2. Develop a 3D virtual social platform (AI driven virtual human interaction);
      • 3. Users pay to purchase virtual images/props, or brand sponsored implantation.
    • 2. business model
      • Virtual goods: NFT sales of clothing/props;
      • Member subscription: exclusive virtual space and advanced features;
      • Brand Collaboration: Rental of Virtual Scene Advertising Spaces.
  • 30. Blockchain: Smart Contract Audit
    • 1. route
      • 1. Collect DeFi protocols and NFT project code to build vulnerability libraries;
      • 2. Develop AI automated auditing tools (to detect contract risks);
      • 3. Charging blockchain project parties based on audit report levels.
    • 2. business model
      • Charge by project: Basic audit (starting from 5000 yuan);
      • Security certification: issue certificates after passing audits (annual fee system);
      • Vulnerability bounty: After users submit vulnerabilities, the platform will draw a bonus.
  • Key execution suggestions
    • 1. Quickly verify MVP
      • Select 1-2 tracks to develop the minimum feasible product (such as AI consultation tools, contract review plugins), and iterate through user feedback.
    • 2. Industry Alliance Breakthrough
      • Priority should be given to collaborating with top companies in vertical fields (such as medical joint tertiary hospitals and financial linked securities firms) to establish benchmark cases.
    • 3. Compliance and Ethics
      • Medical/financial and other strong regulatory fields need to apply for qualifications in advance (such as Internet hospital license, financial technology filing);
      • The use of data follows the principle of "minimum necessity" to avoid disputes over user privacy.
    • 4. The verticalization of technology, refinement of scenarios, and flexibility of business models can maximize the landing value and commercial return of DeepSeek.