Provectus > 实例探究 > 利用人工智能和生成式人工智能彻底改变文档处理和报告生成

利用人工智能和生成式人工智能彻底改变文档处理和报告生成

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技术
  • 分析与建模 - 机器学习
  • 平台即服务 (PaaS) - 应用开发平台
适用行业
  • 教育
  • 矿业
适用功能
  • 产品研发
  • 质量保证
用例
  • 对话机器人
  • 智能包装
服务
  • 测试与认证
  • 培训
关于客户
Forge Global, Inc. 是一家领先的金融科技公司,为私募市场提供流动性解决方案。他们希望简化以文档为中心的操作,并优化花在手动审查和准备公司文档上的时间。
挑战
Forge 希望更快速、更高效、更大规模地处理公司文档。他们计划使用人工智能自动提取数据并生成公司报告。
解决方案
Provectus 使用 AWS 服务、深度学习、NLP 算法和生成式 AI 技术 (GPT-3) 开发了智能文档处理 (IDP) 解决方案。该解决方案从公司文件中提取数据并生成综合报告。
运营影响
  • By partnering with Provectus, Forge revolutionized its document-centric operations, unlocking new levels of speed, efficiency, and scalability. The Generative AI capabilities of the delivered document processing and report generation platform empower Forge to automate the routine tasks and enable them to optimize costs while freeing up managers’ time to focus on higher-priority tasks, thus driving productivity and strategic decision-making. By incorporating AI, Forge has successfully modernized its document processing workflows, marking a pivotal step in its journey towards digital and AI transformation. The significant reduction in manual review and preparation of corporate documentation has bolstered throughput rates, demonstrating the immense potential of Generative AI to enhance operational efficiency.

数量效益
  • The platform was delivered in a four-month timeframe

  • The initial goal was to develop an automated solution with a human review component, aiming for a review ratio of 95% automation and 5% human review upon completion of ML model training

  • The accuracy target for the ML model was set at 70% or higher

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