Customer CasesConstruction, Engineering & Real Estate

筑就数字基石:Docify 如何助推大型建筑集团实现工程档案的“精细化治理”

Published on May 30, 2026筑就数字基石:Docify 如何助推大型建筑集团实现工程档案的“精细化治理”

在建筑与工程(AEC)行业,文档不仅是项目的记录,更是保障施工安全、合规交付与资产管理的“工程生命线”。从海量的设计图纸批注、施工现场签证单,到复杂的房地产销售合同与产权证明,这些非结构化文档如同复杂的“数字迷宫”,长期以来成为制约企...

针对繁琐的房地产销售合同,Docify 内置了行业化的规则引擎。系统在上传合同时,会自动扫描姓名、证件号、房屋位置及价格条款。一旦发现关键信息不匹配或存在条款歧义,系统立即发出风险预警。这种端到端的自动化流程,使销售合同的签约与归档时效缩短了 70% 以上。
Core Outcome
结算效率提速: 施工签证单的自动识别与录入,使工程结算周期缩短了 50%,极大缓解了上下游合作伙伴的资金流压力。
Core Outcome

In the Architecture, Engineering, and Construction (AEC) industry, documents are more than just project records; they are the "engineering lifeline" that ensures construction safety, regulatory compliance, and effective asset management. From massive volumes of design blueprint annotations and site change orders to complex real estate sales contracts and title deeds, these unstructured documents act as a "digital maze," long serving as the primary bottleneck for enterprise digital transformation. Recently, a globally renowned integrated construction and real estate development group (hereinafter referred to as "Group B") officially integrated the Docify Intelligent Document Processing platform. Leveraging Docify’s AI-powered data conversion engine, Group B successfully achieved full-process document automation, spanning from engineering collaboration to post-sale asset management.

The Challenge: The "Non-Standard" Hurdles in Construction

With dozens of projects under construction and large-scale commercial properties in operation nationwide, Group B’s back-office document management faced typical "fragmentation" pressures: The "Recognition Nightmare" of Site Change Orders: Construction sites are harsh environments. Change orders and engineering modifications signed by engineers are often paper-based, frequently marked with mud spots, creases, or water damage. Manual verification of these handwritten documents is not only extremely inefficient but also prone to input errors that lead to discrepancies in final project settlements. The "Audit Abyss" of Real Estate Contracts: In the sales phase, the sheer volume of subscription agreements, purchase contracts, and mortgage documents comes in complex formats. Legal and sales operations teams had to manually verify every homeowner’s personal information and contract clauses; any oversight could trigger significant legal compliance risks.

The Breakthrough: Docify’s "Precision Parsing" Solution

Docify integrated deeply into Group B’s construction collaboration and sales operation chains. By deploying a high-concurrency AI engine, it built an accurate, traceable document automation solution:

  1. "High-Perception" Extraction of Complex Site Documents Docify’s AI OCR engine utilizes trajectory parsing technology optimized for industrial scenarios. It can recognize not only standard printed fonts but also accurately process handwritten work orders that are stained, wrinkled, or blurred. The system automatically extracts engineering change amounts, material consumption, and time milestones, ensuring every project modification is fully auditable.
  2. Intelligent Compliance Auditing for Financial Vouchers Using intelligent OCR technology, Docify accurately extracts multi-source financial data, including VAT invoices, overseas vouchers, and subcontractor settlement sheets, completely eliminating tedious manual entry. By inputting business rules into the system, Docify automatically compares voucher information for compliance screening and provides real-time labeling and alerts for amount anomalies, information mismatches, or over-reimbursements. This "alert-based" audit mechanism simplifies dry comparison work into "exception verification," significantly improving accounting efficiency while ensuring the standardization of corporate financial processes.
  3. "High-Speed Compliance Validation" for Sales Contracts For cumbersome real estate sales contracts, Docify features a built-in industry-specific rules engine. When a contract is uploaded, the system automatically scans names, ID numbers, property locations, and pricing terms. If critical information mismatches or clause ambiguities are detected, the system immediately issues a risk warning. This end-to-end automated workflow has reduced the time for contract signing and archiving by over 70%.

Results: Accelerating Infrastructure Projects

Since the project went live, Group B has achieved significant improvements in engineering management and real estate operations: Accelerated Settlement Efficiency: The automated recognition and entry of site change orders shortened the project settlement cycle by 50%, greatly easing cash flow pressures for upstream and downstream partners. Guarding Compliance Operations: The automated auditing and structured archiving of sales contracts created a full-process legal compliance loop for the group, significantly enhancing brand credibility and delivery reliability.

About Docify

Docify is dedicated to reconstructing document processing workflows through leading AI technology. Whether you specialize in large-scale infrastructure, smart construction and maintenance, or major real estate development, Docify helps you bridge the "last mile" of information flow—making data more accurate and construction more intelligent.

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