Real estate AI has entered the implementation battle, and Deep Intelligence & Connectivity has launched another new initiative

On July 7, Zhou Xin, Chairman and President of E-House (China) Holdings Limited, once again stepped onto the stage to endorse the company's AI product and launched its core strategic offering, the "Real Estate Digital Model Hub - Enterprise-Specific Large Model All-in-One Machine." At the same time, CRIC's real estate AI analyst "Xiao Rui" was officially put into operation.

Less than two months ago, Deep Intelligence, an affiliate of E-House, released the world's first real estate agent AI agent, "E-House · Xiao Xin," which replaces traditional brokerage with a neutral no-commission model. Signs indicate that Deep Intelligence is accelerating the implementation of AI products.

Zhou Xin stated that the Real Estate Digital Model Hub "is the first out-of-the-box AI application integrating hardware and software. I call it DEEPLINK IN-HOUSE MODEL. It is a machine equipped with chips, APIs, various enterprise data, knowledge, and know-how, as well as the top-tier CoWork platform. This is the first brand-new product in the real estate industry."

It is reported that the enterprise-specific large model built into the "Real Estate Digital Model Hub" adopts a three-layer architecture design:

The bottom layer is the industry large model base layer, covering the model foundation and industry training and alignment capabilities—completing industry training through massive real estate corpora, industry professional vocabularies, and policy and regulation understanding, supporting multi-model routing, dynamic computing power scheduling, long-text parsing, and multi-modal understanding, and leveraging high-concurrency gateways, streaming responses, and load balancing capabilities to ensure stable inference;

The middle layer is the enterprise-specific enhancement layer, centered on the principle of "data remaining within the domain and expert accompanying empowerment," realizing knowledge injection, data fusion, skill internalization, and system integration—including interconnection with CRM, ERP, and OA, so that general capabilities can truly precipitate into the enterprise's own industry experience;

The top layer is the CoWork AI working platform, which features four major capabilities: multi-agent orchestration, enterprise memory mechanism, execution and control, and observability and governance. It supports task decomposition, dynamic reflection, and collaborative scheduling, enables long-term dialogue memory and the accumulation of historical decision bases, and provides enterprise-level operational guarantees such as sandbox code execution, human-machine collaboration, and call link tracing.

Relying on this architecture, the "Real Estate Digital Model Hub" has covered 16 core real estate business scenarios, including land acquisition feasibility study, city entry, sector research and judgment, competitive property sales analysis, financial calculation, construction cost estimation, policy interpretation, enterprise profiling, project evaluation, REITs analysis, market monitoring, investment attraction and leasing, property evaluation, senior care research, long-term rental evaluation, and commercial office research.

CoWork AI Working Platform Functions

Zhou Xin expressed that in the AI era, many real estate enterprises want to develop their own AI products. "To this end, some enterprises have accessed DeepSeek and Qwen, but failed to make it work after spending a lot of money. Some others have invested hundreds of millions of yuan to build their own enterprise models. I believe some may succeed, but no such product has been released yet. There are also some enterprises that do not know how to proceed." The Real Estate Digital Model Hub is designed to solve the enterprise pain points of "general models being insufficiently vertical, and vertical models being insufficiently mature," enabling enterprises to immediately have a dedicated AI brain that understands the industry.

The "Real Estate Digital Model Hub" is not a project-based product that "delivers and leaves," but a continuous accompanying service equipped with an FDE (Front-end Deployment Engineer) team. These engineers are both technical experts and business consultants, who will be stationed at the enterprise to help complete the AI transformation of specific processes and ensure that AI capabilities are truly implemented. The FDE front-end deployment engineer team consists of front-end deployment data engineers, knowledge engineers, skill engineers, and system engineers. Through the continuous accompanying support and practical training of the FDE team, Deep Intelligence ensures that the enterprise team truly masters and applies the large model.

Up to now, Huafa Industrial, China State Construction Jiuhe, and Guomao Real Estate have signed strategic cooperation agreements with Deep Intelligence to explore the integrated implementation path of "AI + Real Estate."

So far, based on its self-developed real estate industry large model, Deep Intelligence has laid out four major products: CRIC 2025 AI Data Agent, CoWork AI Working Platform, Real Estate Digital Model Hub - Enterprise-Specific AI Large Model, and Geek Ask (GEO Pan-Real Estate Cognitive Optimization).

In addition to the four core products, Deep Intelligence has also officially released three scenario-specific agents:

CRIC Real Estate AI Analyst is a professional agent "Xiao Rui" for the analysis and judgment scenario. It is defined as the "AI partner" of CRIC's traditional analyst team. Human analysts are responsible for building the framework, while "Xiao Rui" undertakes time-consuming basic tasks such as data collection, multi-dimensional cross-analysis, and report framework generation;

E-House Committee AI is an AI agent for property services and community governance, covering the full-scenario and full-life cycle closed-loop management from service plan design, bidding and procurement, operation management, quality inspection to evaluation and settlement, capable of proactively communicating residents' needs, independently analyzing and dispatching services;

CoWork & Geek Hive is a one-stop AI creation and dissemination working platform for content communication, covering the entire process from news flash production, in-depth graphic creation to multi-modal content generation and matrix distribution.

On the basis of the comprehensive layout of new products, Deep Intelligence also plans to expand its boundaries by leveraging the computing power advantages of AI to cover fields beyond residential development, such as senior care and leasing.

Zhou Xin said, "Regarding China's long-term rental apartment database, this year we have first surveyed more than 5,000 long-term rental apartments, with 120 parameters for each apartment, from its history and background to the brand of the refrigerator inside, all of which we have investigated. On this basis, we classify them into three categories: cost-effective white-collar apartments (3-star), gold-collar apartments (4-star), and serviced apartments (5-star). For the silver-haired economy, there are 54,000 samples nationwide, and our database contains 18,000 of them. Among them, more than 5,000 market-oriented senior care facilities in 103 cities across the country, just like long-term rental apartments, have all their data fully collected." AI greatly compensates for the shortcomings of manual coverage capabilities.

The first half of real estate AI competition focuses on concepts, gimmicks, and popularity; while the second half tests implementation, scenarios, data, and long-term service capabilities. Over the past two years, countless real estate AI products have been short-lived, rooted in their disconnection from the industry, business, and practical implementation.

There is no answer yet as to whether Deep Intelligence is the best and most suitable one. But Zhou Xin has already made his stance clear: "Thousands of industries can make use of AI, and there are countless AI applications in the real estate industry. Everyone should embrace it."