Industry solutions
AI Adoption for Construction, Real Estate & Property Management
Many projects spread far apart, with progress and costs compiled from weekly reports; heavy paperwork for bidding, change orders and public sentiment.
Where the data lives
Project management, finance and property management systems, DingTalk
Recommended first use case
Automated project operations weekly report
High-frequency, clear rules, fixed output: it can be running in 2–4 weeks with quantified time savings, making the case for a full rollout.
Use cases by department
Start with the repetitive work that hurts most
| Department | Use case |
|---|---|
| Business management | Project operating efficiency diagnosis, monthly reviews |
| Marketing | Tender notice monitoring and first-draft proposals |
| Engineering | Change orders, image-based inspections and rectification tracking |
| Property management | Project public sentiment monitoring, business–finance–tax reconciliation |
Cases
Construction & Real Estate rollout cases
招投标标讯中枢-面向该企业投标情报系统
一套部署在员工本机、用浏览器访问的招投标情报 Web 系统，配 3 个 Windows 计划任务实现无人值守采集与日报推送。
该企业物业多经业财税中台
面向该企业物业多经业务打造的业财税一体化协同平台，旨在打通业务系统（零售小时达/家政/空间/维修等）、财务系统（成本系统、收费系统、财务系统、通联）、税务系统（开票系统、人力系统等）之间的数据壁垒，赋能多经业财税三流合一和全链路数字化管理，满足多经赠物业费、批量分账结算、员工线上结佣等迫切业务诉求。
该企业物业前介咨询业务工作台
我们的系统是一套面向物业前介咨询业务的“AI专家团”，集竞品分析、方案生成与运营管理于一体。过去，咨询顾问做一个新项目的服务方案，要人工翻大量竞品资料、整理成百上千条业主投诉、再逐字写方案，方案确定后还要靠人工盯执行进度，往往耗时数周；现在，团队只要输入项目基本信息，系统就能自动完成竞品分析提炼和服务方案初稿生成，方案确定后继续在线跟踪服务项目的落位执行与运营情况，任务节点、进度提醒自动流转，不用再靠表格和口头催办。相当于把资深专家的经验装进了系统，让一线同事“人人身边都有专家团”，把原来按周计的工作压缩到按小时计。技术上，系统基于零依赖的轻量前端加云端数据库搭建，接入大模型完成分析和写作，无
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