Artificial Intelligence and Data Science project methodology is significantly different from traditional research for software delivery projects.
Purview can help to bootstrap AI capabilities, or fill data and analytics gaps for companies that do not have the expertise internally or do not want to hire new talent until the benefits of AI are proven.
Purview focuses not only on research, but also on delivering end-to-end solutions starting with solution design and ending with deployment of ML-model and integration into the existing or newly developed client environment.
It requires companies to:
- Adopt new culture of collaboration between the business and data scientists
- Build new infrastructure for big data and model deployment (often cloud based)
- Develop new data science and AI skills (such as NLP, computer vision, machine learning, deep learning, etc.)