Cancer remains a leading cause of death globally and radiotherapy (RT) as a common treatment. Plan, verify and deliver radiotherapy is a complex process and many needs regarding accuracy and efficiency remain unsolved, thus better tools are always looked-for. Kerma is a new cloud-based software platform to integrate, automate and personalized all tasks in RT workflow and which can use a new 3D detector to reach highest accuracy. It can help specialists to make better decisions and more efficiently define and deliver radiation treatments, avoiding errors and reducing damage to healthy tissues and side-effects. It was designed and developed to follow FMECA principles (Failure mode, effects and criticality analysis) and to comply with 2013/59/EURATOM directive. A machine learning approach coupled with a database allows to correlate data from treatment planning system (TPS), LINAC, verification detector and radiobiological factors to precisely reconstruct and adjust dose maps. We have developed and tested the components of the system and now we aim to optimize them, integrate the platform, validate it and prepare its commercialization by reaching key potential partners and users.