We started as a consulting company which can help any business to estimate the possibility, optimal way and potential price of implementing any logic with artificial intelligence (AI) and machine learning (ML). We also provided key parts research and development of AI solutions. Currently we have a full stack team with strong programming engineers, quality assurance team, data scientists and researchers. We take a complex idea for analysis to work, come up with an optimal strategy of research / development / productization process. Once we see what research and development should be done, we split the solution into epics, user stories, tasks, and then, implement the solution following best practices in software development including agile software development management approach, testing and quality control, continuous integration and deployment, including proper issues tasks tracking. The process implies demos for each iteration. Productization, post deployment and long term support with possibility of further features development are also provided.