The field of machine learning and data science is rapidly evolving. The analytics applications that will bring the most value to your business in the coming years may not exist in the present. It is therefore crucial to invest in a sophisticated data platform that can evolve to meet your changing needs.
In order to seize new opportunities for business, it is essential to have access to quality information. Unified data solutions enable your company to efficiently analyse the vast quantities of operational and historical data it creates every day — from a variety of software platforms, including on-premises and cloud data warehouses, data lakes, IoT devices, text files audio and video social media sites and many more.
A single platform for data review lets employees find the information they require quickly and efficiently to address problems, improve cybersecurity, and plan for the future. A democratized approach to data allows individuals from different departments (marketing as well as HR, accounting and many others) to explore the data in a separate manner and uncover insights to create innovation in their own domains.
A unified data solution must provide out-of-the-box capabilities to cleanse mix, prepare, and transform data into digestible information for reporting and analysis. It should also work seamlessly with your BI platform to automate data movement and reduce the need for manual labor. These features, when used with multicluster shared data architecture as well as low-latency write and query optimizers will allow you to get valuable insights and help improve business performance.