01 房地產決策智能房地产决策智能REAL ESTATE DECISION INTELLIGENCE

把專家判斷，把专家判断，Expert judgement, 變成可調用的能力变成可调用的能力available on demand.

願景：成為房地產產業鏈的愿景：成为房地产产业链的 Vision: to be the AI Agent 平台AI Agent 平台AI agent platform。。 for the property value chain.
讓每一次房地產決策都有專家級的數據與智能。让每一次房地产决策都有专家级的数据与智能。Expert-grade data and intelligence behind every property decision.

預約服務预约服务Book a service

100+ 城市數據覆蓋城市数据覆盖cities covered 城市樣本持續增長城市样本持续增长Expanding city coverage
自研自研In-house 房地產垂直模型房地产垂直模型Real estate domain model 領域理解 · 資料抽取领域理解 · 资料抽取Domain understanding and document extraction
300+ 專家智庫专家智库experts 方法論與評測把關方法论与评测把关Methodology and evaluation oversight
100+ 專業 Agent专业 Agentagents 自動化作業自动化作业Automated workflows

02行業痛點行业痛点Industry pain points

缺的不是資訊，缺的不是资讯，Information is plentiful.是能複核的判斷是能复核的判断Verifiable judgement is scarce.

四個痛點，四個解法。四个痛点，四个解法。Four problems, four answers.

數據碎片化数据碎片化Fragmented data

一套房，三個系統三個答案。一套房，三个系统三个答案。One flat, three systems, three answers.

解法解法Solution全國數據中台全国数据中台National data platform標準化數據治理标准化数据治理Standardised data governance
專業門檻高专业门槛高High barriers to expertise

估價規範、稅費權屬，靠年頭。估价规范、税费权属，靠年头。Valuation standards, taxes, fees and title require years of experience.

解法解法Solution專業知識庫专业知识库Professional knowledge base專家級方法論专家级方法论Expert-level methodologies
通用 AI 不懂行通用 AI 不懂行General-purpose AI lacks domain expertise

寫得漂亮，算不對。写得漂亮，算不对。Fluent writing. Inaccurate calculations.

解法解法Solution垂直模型垂直模型Domain-specific models可複算、可溯源可复算、可溯源Reproducible and traceable
作業依賴人工作业依赖人工Dependence on manual workflows

案例檢索、資料核驗，重複性案例检索、资料核验，重复性Repetitive case searches and document verification.

解法解法Solution專業 Agent专业 AgentSpecialist AI agents自動化作業自动化作业Automated workflows

03平台能力平台能力Platform

一個底座，兩大引擎，一个底座，两大引擎，One foundation. Two engines.一個平台，兩類服務一个平台，两类服务One platform, two kinds of service.

數據決定下限，模型決定上限。数据决定下限，模型决定上限。Data sets the floor. Models raise the ceiling.

一個底座一个底座One foundation

全國房地產數據中台・專業知識庫全国房地产数据中台・专业知识库National real estate data platform & professional knowledge base
- 標準化數據治理标准化数据治理Standardised data governance
- 一房一碼一標識一房一码一标识One code and unique identifier per property
- 多源校驗與融合多源校验与融合Multi-source validation and integration
兩大引擎两大引擎Two engines

垂直模型 × Harness-centric架構垂直模型 × Harness-centric架构Domain model × harness-centric architecture
- 房地產垂直模型房地产垂直模型Real estate domain model
- 專業Harness架構专业Harness架构Specialist agent-harness architecture
- 行業知識圖譜行业知识图谱Industry knowledge graph
一個平台一个平台One platform

房地產 AI Agent 平台房地产 AI Agent 平台Real estate AI agent platform
- 崗位選用岗位选用Role-based agent selection
- 場景組合场景组合Scenario-based workflows
- 專家複核专家复核Expert review
兩類服務两类服务Two services

產業鏈機構 × 個人投資者产业链机构 × 个人投资者Real estate institutions × individual investors
- 機構：專業Agent作業机构：专业Agent作业Institutions: specialist agent workflows
- 個人：AI決策報告个人：AI决策报告Individuals: AI decision reports
- 共享同一套底座共享同一套底座One shared foundation

04服務對象服务对象Who we serve

To B 產業鏈機構，To B 产业链机构，B2B: real estate institutions,To C 個人購房者To C 个人购房者B2C: individual homebuyers

兩類客戶，一套底座。两类客户，一套底座。Two kinds of clients, one foundation.

地產代理公司地产代理公司Real estate agencies拿盤、獲客與佣金回收拿盘、获客与佣金回收Listing acquisition, client acquisition and commission collection
開發商开发商Developers拿地、定位、去化拿地、定位、去化Land acquisition, positioning and sales absorption
投資機構投资机构Investment institutions收益、風險與退出收益、风险与退出Returns, risk and exit strategies
金融機構金融机构Financial institutions抵押價值、信用與回收抵押价值、信用与回收Collateral value, credit and recovery
資產運營资产运营Asset operators租金、出租率與資產價值租金、出租率与资产价值Rent, occupancy and asset value
法拍代理法拍代理Judicial auction agents定價、風險與成交效率定价、风险与成交效率Pricing, risk and transaction efficiency

首次置業首次置业First-time buyers預算、月供、資格预算、月供、资格Budget, mortgage payments and eligibility
改善換房改善换房Home upgrades賣一買一的時序卖一买一的时序Timing the sale and purchase
投資出租投资出租Buy-to-let investment租金、回報、空置租金、回报、空置Rent, returns and vacancy
學區與通勤学区与通勤Schools and commute生活半徑生活半径Access to everyday amenities
持有管理持有管理Property management稅費、維修、物業税费、维修、物业Taxes, maintenance and property management
出售退出出售退出Sale and exit定價與時機定价与时机Pricing and timing

05機構客戶机构客户Institutional clients

六類客戶，六类客户，Six client groups.同一個底座同一个底座One foundation.

一套技術底座，多維價值評估。一套技术底座，多维价值评估。One technology foundation, multiple perspectives on value.

維港兩岸 · 同一個市場维港两岸 · 同一个市场BOTH SHORES · ONE MARKET
房地產代理公司房地产代理公司Real estate agencies
房地產評估公司房地产评估公司Valuation firms
房地產諮詢顧問公司房地产咨询顾问公司Real estate consultancies
房地產開發商房地产开发商Developers
房地產基金及投資管理人房地产基金及投资管理人Real estate funds and investment managers
法拍平台及服務商法拍平台及服务商Judicial auction platforms and service providers

06團隊與智庫团队与智库Team and think tank

地產・AI・金融，地产・AI・金融，Property・AI・Finance,共創數智融合業態共创数智融合业态co-creating a digital ecosystem.

跨界人才矩陣，智庫權威賦能。跨界人才矩阵，智库权威赋能。Cross-disciplinary expertise, supported by research.

20+年年years: 科研及諮詢經驗科研及咨询经验Research and consulting experience
300+: 專家智庫专家智库Expert network
1000+: 累計項目累计项目Projects
50+: 國家及省部級實驗室国家及省部级实验室National, provincial and ministerial labs

把專家判斷，把专家判断，Expert judgement, 變成可調用的能力变成可调用的能力available on demand.

缺的不是資訊，缺的不是资讯，Information is plentiful.是能複核的判斷是能复核的判断Verifiable judgement is scarce.

數據碎片化数据碎片化Fragmented data

專業門檻高专业门槛高High barriers to expertise

通用 AI 不懂行通用 AI 不懂行General-purpose AI lacks domain expertise

作業依賴人工作业依赖人工Dependence on manual workflows

一個底座，兩大引擎，一个底座，两大引擎，One foundation. Two engines.一個平台，兩類服務一个平台，两类服务One platform, two kinds of service.

全國房地產數據中台・專業知識庫全国房地产数据中台・专业知识库National real estate data platform & professional knowledge base

垂直模型 × Harness-centric架構垂直模型 × Harness-centric架构Domain model × harness-centric architecture

房地產 AI Agent 平台房地产 AI Agent 平台Real estate AI agent platform

產業鏈機構 × 個人投資者产业链机构 × 个人投资者Real estate institutions × individual investors

To B 產業鏈機構，To B 产业链机构，B2B: real estate institutions,To C 個人購房者To C 个人购房者B2C: individual homebuyers

產業鏈機構产业链机构Real estate institutions

個人購房者个人购房者Individual homebuyers

六類客戶，六类客户，Six client groups.同一個底座同一个底座One foundation.

地產・AI・金融，地产・AI・金融，Property・AI・Finance,共創數智融合業態共创数智融合业态co-creating a digital ecosystem.

合作機構合作机构Partner institutions