Augmented Intelligence for the business, by the business

当数据被视为一种资产时，它在创造价值和改变世界方面几乎具有无限的潜力。这场大流行揭示了这一点，进一步加速了对数字解决方案以及理解和利用这些解决方案所需技能的需求。这些技能将技术和复杂的数据世界转化为对企业或社会有意义的东西。巨大的创新使工具变得越来越智能，但这使它们变得更加复杂，因此需要更多的技术专长来操作。这是数据科学家的领域。我们现在面临着严重的技能危机，数据科学家的稀缺在5年内增加了两倍多，使英国变得脆弱（英国皇家学会，2019年）。一方面，我们对利用数据、保持竞争力、取得进步有着前所未有的需求；另一方面，我们根本没有足够的技术能力来实现它。那么我们该怎么办呢？显然，提高技能和教育水平可以增加供给，但这不足以应对。我们需要一种新的方法来消除对技能的依赖，同时仍能达到相同的结果。Hublsoft已经开创了一种新的以人为本的基本数据分析方法，它消除了非技术人员自己做这项工作的障碍，增强了他们从庞大或复杂的数据景观中提取价值的能力。这消除了成本和对商业智能专家或数据分析师的依赖。我们现在正在将这种方法扩展到更复杂的决策智能中，为数据科学技能问题提供一个全新的解决方案。通过将各种人工智能和机器学习技术整合到我们现有的以人为中心的平台中，我们可以使业务人员无需专业技能即可执行数据科学任务，从一个新的角度渗透到增强智能市场，这是一个价值数十亿英镑的潜在机会。该项目将提供一个新的商业模拟体验的测试版，以帮助领导者和决策者规划他们的路线。自动化数据驱动的智能将实时生成，支持领导者在评估业务决策的预测影响时继续前进。至关重要的是，产生的洞察力将增强而不是支配。要做到这一点，用户必须保持完全的控制权，对他们和技术所做的事情完全透明和信任，这是Hublsoft以人为中心体验的核心。

Data, when viewed as an asset, has almost limitless potential in its ability to create value and change the world. The pandemic has shone a light on this, further accelerating demand for digital solutions, and the skills required to understand and exploit them.These skills perform the translation between a data world that is technical and complex, into something meaningful -- to a business, or society, for example. Enormous innovation has gone into making tools smarter and smarter, but this makes them more complex, and therefore requires more technical specialism to operate. This is the realm of the data scientist.We are now faced with a serious skills crisis, a scarcity of data scientists which has more than tripled over 5 years, leaving Britain vulnerable (The Royal Society, 2019). On one side we have unprecedented demand to exploit data, remain competitive, achieve progress; on the other we simply don't have enough skilled capacity to achieve it.So what do we do? Clearly there is a role for upskilling and education to increase supply, but this will not be sufficient to cope. A new approach is needed that removes the skills dependency, whilst still achieving the same outcomes.Hublsoft has already pioneered a new human-first approach to basic data analysis, which has removed the barriers for non-technical people to do this themselves and augments their ability to extract value from vast or complicated data landscapes. This eliminates the cost and dependency on business intelligence specialists or data analysts.We are now extending this approach into more sophisticated decision intelligence, to offer an entirely new solution to the data science skills problem.By incorporating a variety of AI and ML techniques into our existing human-centric platform, we can enable business people to perform data science tasks without needing specialist skills, penetrating the augmented intelligence market from a new angle, with a £ multi-billion addressable opportunity.The project will deliver a beta version of a new business simulation experience, to empower leaders and decision-makers plot their course. Automated data-driven intelligence will be generated real-time, supporting the journey leaders go on when evaluating the predicted impact of business decisions.Crucially, the insight generated will augment not dictate. For this to work, the user must remain in total control, and have complete transparency and trust in what they and the technology are doing, which is at the heart of the human-centric experience Hublsoft have built.