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他们需要的信息，这些合同来自不同的国家，用不同的语言写成。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聘请来自不同国家的法律专家团队。这个过程缓慢、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，使这一过程完全自动化，使商业决策更快、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AI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，我们将聘请一支受过法律培训的专家团队，用四种语言标记五种不同类型的合同。这种标签将用于训练、测试和完善人工智能模型。然后，设计和工程将把这个模型带到我们可以部署它的地方。通过我们深厚的专业知识，确保项目的成功交付：人工智能业务的启动和开发，跨语言解决问题的人工智能方法，项目管理，以及人工智能产品的交付和商业化。合同分析软件的市场规模为每年12.1亿英镑，预计到2031年将达到38亿英镑。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，我们可以占领这个市场的很大一部分，创造可观的英国收入和新的就业机会。利用智能融资来展示我们新模式的力量，将使我们能够利用风险投资资金，将这一颠覆性技术推向市场，确保英国在合同分析领域的领导地位，促进英国企业的生产力和增长，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.