An extractive AI model for simultaneous cross-lingual, cross-jurisdictional contract analysis

现代国际企业面临着一个巨大的挑战：如何从大量复杂的合同中提取所需的信息，这些合同来自不同的国家，用不同的语言书写。目前还没有自动化工具来完成这项任务，这意味着合同经理通常必须雇佣法律的专家团队，这些专家通常来自几个不同的国家。这一过程缓慢、昂贵且容易出错。我们的想法是开发一种新的人工智能工具，该工具将完全自动化这一过程，使业务决策更快、更便宜、更准确。到目前为止，我们已经为这个过程开发了底层的人工智能架构;我们现在需要使用一组真实世界的数据来演示它的操作。为此，我们将聘请一个受过法律培训的专家团队来标记四种语言的五种不同类型的合同。这种标记将用于训练、测试和改进AI模型。设计和工程将使这个模型达到我们可以部署的程度。通过我们深厚的专业知识，确保成功的项目交付：人工智能业务启动和开发，跨语言问题解决的人工智能方法，项目管理以及人工智能产品交付和商业化。合同分析软件的市场每年为12.1亿英镑，预计到2031年将达到38.0亿英镑。通过将这一改变游戏规则的新工具快速整合到我们现有的人工智能平台中，我们可以占领这一市场的很大一部分，为英国带来可观的收入和新的就业机会。使用Smart资金来展示我们新模式的力量将使我们能够利用将这一颠覆性技术推向市场所需的风险投资资金，确保英国在合同分析领域的领导地位，促进英国企业生产力和增长，并为纳税人提供可观的投资回报。

Modern international businesses face a huge challenge: how to extract the information they need from large, complex sets of contracts that arise from a range of countries and that are written in different languages.No automated tool exists for this task, meaning contract managers typically have to employ teams of legal experts, usually of several different nationalities. The process is slow, expensive and open to error.Our idea is to develop a new, AI-powered tool which will fully automate this process, making business decision-making much faster, cheaper and more accurate. To date, we have developed the underlying AI architecture for this process; we now need to demonstrate it in operation, using a set of real-world data.To do this, we will employ a team of legally-trained experts to label five separate types of contracts across four languages. This labelling will be used to train, test and refine the AI-model. Design and engineering will then bring this model to the point we can deploy it.Successful project delivery is ensured through our deep expertise spanning: AI-business start-up and development, AI-methods for cross-lingual problem-solving, project management, and AI-product delivery and commercialisation.The market for contract-analysis software is £1.21bn/year, and is expected to reach £3.80bn in 2031\. By rapidly incorporating this game-changing new tool into our existing AI-platform, we can capture a substantial part of this market, generating significant UK revenue and new job opportunities.Using Smart funding to demonstrate the power of our new model would allow us to leverage the venture capital funding needed to bring this disruptive technology to market, securing UK leadership in the field of contract-analytics, boosting UK business productivity and growth, and providing tax-payers with a substantial return-on-investment.