DeepCognition.ai 09月25日
AI助力海关经纪公司提升文档处理效率
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在当今全球贸易快速发展的环境下,海关经纪公司需要高效准确地处理大量复杂文件。生成式人工智能(AI)提供了突破性的智能文档处理(IDP)解决方案,使企业能够快速提取、组织和 contextualize 数据,将其转换为可用、结构化的文档。Mandeep Kumar,Deep Cognition 的联合创始人和首席技术官,强调生成式 AI 在文档工作流自动化中的变革潜力,称其为希望保持竞争优势的企业的游戏规则改变者。AI 驱动的文档自动化通过自然语言处理(NLP)和大型语言模型(LLM)等技术,能够理解并提取相关数据,显著提高准确性和效率,帮助企业节省成本并加速运营。

📄 生成式AI通过智能文档处理(IDP)解决方案,帮助海关经纪公司高效准确地处理大量复杂文件,包括提单、商业发票和海关文件等,显著提升工作效率和准确性。

🤖 AI 驱动的文档自动化利用自然语言处理(NLP)和大型语言模型(LLM)等技术,能够理解并提取相关数据,减少人工错误,实现自动化数据输入和提取,节省时间和成本。

⚙️ PaperEntry AI 是一种先进的文档自动化工具,支持任何文档类型和格式,无需模板,提供99%以上的准确率和90%以上的时间节省,帮助企业优化工作流程并专注于战略活动。

💡 通过AI文档自动化,企业可以实现更快的决策制定,提高运营效率,降低合规风险,并在竞争激烈的市场中保持领先地位。

🌐 生成式AI能够处理多语言文档,支持多语言行和表格提取,使企业能够更有效地管理全球供应链和贸易流程。

Today’s fast-paced global trade environment requires customs brokerage firms to process an increasing volume of complex documents efficiently and accurately. The challenge lies not just in managing this workload but also in minimizing errors, reducing costs and staying competitive on top of it.

Generative artificial intelligence (AI) offers groundbreaking intelligent document processing (IDP) solutions that empower organizations to rapidly extract, organize and contextualize data into a usable, structured document.

Mandeep Kumar, co-founder and CTO of Deep Cognition, highlighted the transformative potential of generative AI in document workflow automation, saying it’s a game-changer for businesses looking to stay ahead of the competition.

Generative AI isn’t just about automating data entry,” Kumar said. “It’s about empowering businesses to excel in an increasingly digital world.

With its ability to handle any document type in any format, platforms like PaperEntry AI unlock new possibilities for efficiency and growth that haven’t been available until now.

From extracting data from bills of lading, commercial invoices and custom paperwork to ensuring accuracy across documents, AI-powered document automation enables organizations to do more with less.

Generative AI in Intelligent Document Processing

Are manual data entry processes slowing down your freight operations?

The freight industry’s continued reliance on manual processes often results in document backlogs, which lead to delayed shipments and missed opportunities for cost savings and revenue growth.

Intelligent document processing solutions replace inefficient, error-prone and costly manual processes. Unlike traditional AI document processing, generative AI goes beyond simple text recognition. Generative AI document automation software employs advanced technologies, such as Natural Language Processing (NLP) and Large Language Models (LLM), to understand and extract relevant data with remarkable accuracy.

With the best intelligent document processing solutions, you can perform a range of actions that vary in complexity.

Simple tasks include:

More complex document automation actions include:

Evidently, the speed, capacity, accuracy and cost savings delivered by AI document processing are nearly impossible to resist. The adoption of document automation software is expected to accelerate even more as generative AI powers big leaps forward in intelligent document processing capabilities and ease of implementation.

According to Kumar, generative AI document automation software will continue to redefine intelligent document processing for modern customs brokers and freight forwarders across the globe.

“Choosing the best intelligent document processing solutions powered by generative AI isn’t just a decision,” Kumar said. “It’s a strategic move towards efficiency and innovation.”

Businesses are unlocking a new domain of possibilities by seamlessly integrating AI document automation into workflows.

AI-Powered Document Workflow Automation Cases

    Automating Data Entry

    AI-powered document automation software minimizes human errors in data entry and extraction processes. Automating data entry enhances data accuracy and standardizes data preparation.

    Consider the case of a leading logistics company operating in Sydney, Brisbane and Melbourne.

    THE CHALLENGE

    With the rise in eCommerce sales of essential goods such as medical supplies during the pandemic, the company faced immense pressure to deliver within the specified timelines with fewer resources to scope. However, with the “Great Resignation” looming at the time, the logistics firm could not employ more staff or increase operating expenses to meet the operation demands.

    Relying on manual data entry resulted in wasted time, costly data processing and inefficient customs invoice processes.

    THE SOLUTION

    Through document processing AI integration, data entry processes that took 3-4 hours were completed in 2-3 minutes with 99% accuracy. This resulted in 432 hours saved and $3,433 cost savings during the first month of implementation.

    Document Pipeline Automation

    Billions of documents are processed in freight forwarding. Using manual labor or even traditional document automation to process documents, such as purchase orders, delivery receipts and invoices, is expensive and error-prone.

    AI document processing optimizes end-to-end processes and document handling workflows at scale, accelerating data consumption and summarization.

    Let’s explore the case of Savino Del Bene – South Africa, a global logistics and supply chain management company.

    THE CHALLENGE

    Savino Del Bene — South Africa dedicated 80% of its time to manual data entry and extraction tasks. Manually processing more than 50,000 commercial invoices per year for 2K+ suppliers proved tedious and expensive.

    Besides wasting valuable resources, manual data entry processes resulted in the inaccuracy of captured data.

    THE SOLUTION

    To automate its highly complex data entry, the company integrated PaperEntryAI, one of today’s best intelligent document processing solutions, into its end-to-end process. This document processing AI integration demonstrated remarkable time and cost savings:

      11X faster document processing 20,000 pages processed per month $100K+ projected monthly savings

    Logistics Compliance

    Customs compliance entails accurate and complete documentation throughout the supply chain process. By embracing AI-powered intelligent document processing solutions, you improve your operations’ efficiency, accuracy and transparency.

    In addition, document automation facilitates faster decision-making, which empowers organizations to navigate regulatory complexities and mitigate compliance risks.

    Let’s examine the case of Super Cargo, a leading logistics company providing transportation and handling solutions for vehicles and cargo across the Mediterranean.

    THE CHALLENGE

    Super Cargo receives over 4,000 invoices per month and uses traditional electronic data interchange (EDI) to automatically enter 40% of the data it obtains from suppliers. The company needed AI-powered intelligent document processing solutions to help with the remaining 60% of the data that was not obtained through EDI.

    THE SOLUTION

    Super Cargo implemented AI-powered document automation software to automatically extract, process and send data from the invoices to its information system. Through document processing AI integration, the company was able to process:

      30K+ fare invoices 46K+ freight pages 50K+ fare/travel information

Not only did AI document automation save 30 person months, but the accuracy of the extracted information also helped Super Cargo apply control rules that improved commercial practices and policies.

Introducing PaperEntry AI: The Future of Document Automation

From automating data entry to real-time analysis and decision-making, AI document automation is reshaping the way workflows operate.

PaperEntry AI isn’t just another data entry tool; it’s a game-changer for businesses looking to stay ahead in today’s competitive landscape.

With its unparalleled accuracy and adaptability, PaperEntry AI sets a new standard for document automation,” Kumar said.

Here are the key aspects that make PaperEntry AI one of the best intelligent document processing solutions:

With a proven track record of delivering up to 99% accuracy and 90%+ time savings, PaperEntry AI enhances operational efficiency and enables businesses to focus on strategic activities that drive operational growth.

Schedule a discovery demo with Deep Cognition to discuss your document automation requirements and explore the features of PaperEntry AI.

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生成式AI 智能文档处理 海关经纪 文档自动化 PaperEntry AI 自然语言处理 大型语言模型 供应链管理 贸易流程
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