AI Driven Review for Scientific Accuracy in Life Sciences

联合王国的生命科学行业按照道德守则运作，这些守则管理所有材料和活动的合规准则，以确保它们以负责任、专业、透明的方式提供，并适合使用。守则涵盖向医护专业人员及其他决策者推广药物及器材，以确保他们能掌握最新的病人治疗方法。准确的最新信息的可用性对于所有活动和材料的适当使用和批准都是至关重要的，并遵守标准操作程序。这得到了业界的大力支持，任何针对公司的投诉都被视为严重事件，不仅会导致声誉受损，还会导致巨额罚款和全面的公司审计。每一项活动都必须进行检查，医学事实准确性，并获得最终医学签名以批准使用。公司开展的活动越多，需要审查和批准的项目就越多，这会增加合规审批系统的压力。目前，这是一个基于手动的过程，需要高技能人员花费大量时间。生命科学中科学准确性的人工智能驱动审查项目将包括一个编写的伪代码主件，这将使我们能够与软件公司合作，作为其既定软件的螺栓模块实施。在根据英国业务守则确定了一些风险要素后，我们将编写代码以确定一份宣传材料中的风险要素。每一段代码将识别一个风险元素，例如，它将识别和匹配作业袋代码，确保没有悬挂比较，检查特定的监管要求，如黑色三角形，确保图像不包含性图像等，这不仅会加快过程，还将减少任何人为错误。通过自动化这项服务，它将使公司能够更好地管理他们的高技能员工在项目上的时间，他们为他们的业务提供最大的价值。简化合规审查和批准流程将使行业能够快速跟踪活动和材料，这意味着更快地进入市场并提供灵活性，同时减少因人为压力而错过的机会或推迟。

The life science industry in the United Kingdom operates by codes of ethics which govern set compliance guidelines for all materials and activities to ensure they are delivered in a responsible, professional, transparent manner and are appropriate for use. Codes cover promotion of medicines and devices to healthcare professionals and other decision makers to ensure they are kept up-to-date on the latest treatments available for patients. The availability of accurate up-to-date information is vital for appropriate use and approvals of all activities and materials adhere to standard operating procedures.Although codes are self-regulating, there is strong support given by the industry and any complaint made against a company is treated as a serious matter which can result in not only reputational damage but also hefty fines and full company audits.Each activity must be checked for medical factual accuracy and obtain a final medical signatory for approval of use. The more activities a company undertakes, the more items will require review and approval which creates an increase of pressure on the compliance approval system. Currently this is a manual based process which uses a vast amount of time from highly-skilled individuals.The AI Driven Review for Scientific Accuracy in Life Sciences project will consist of a written master piece of Pseudocode which will enable us to partner with a software company to implement as a bolt on module to their established software. Having identified a number of risk elements based on the UK Code of Practice we will write code to identify risk elements within a piece of promotional material. Each piece of code will identify a risk element e.g. it will identify and match job bag codes, ensure no hanging comparisons, check specific regulatory requirements such as the black triangle, ensure images do not contain sexual imagery etc. Not only will this speed up the process, it will also reduce any human based errors. By automating this service it will allow companies to better manage their highly-skilled employees time on projects where they provide the most value to their business. Streamlining the compliance review and approval process will enable the industry to fast track activities and materials which will mean a quicker entry to market and provide agility, whilst reducing missed opportunities or postponements previously caused by human based pressures.