Collaboration and Data competency are key for Data Analytics Success

Data analytics projects, as opposed to ERP or CRM projects, lack clear requirements. As the business owners are ultimately accountable for the outcomes of data analytics projects, they’ll be skeptical and possibly intimidated by the technologies used in analytics such as machine learning etc. The way to address this is with a collaborative platform that has workflows where multiple technology and business stakeholders can participate from the get go. The collaborative workflow based approach can also be used as a training and documentation platform for upskilling/reskilling employees as well as addressing regulatory/compliance requirements. The collaborative transparent workflow approach will also make the entire process more transparent with explainability built in.