The CoachMyLife project aims to improve the elderly's quality of life, by increasing his independence and providing guidance to selected activities of daily living, which will be adapted to the users' current need and context by intelligent computer methods. Our solution will train the user's memory and executive function using a technique called errorless learning, which is particularly suitable for people with memory impairment. By training the users to activities they normally do, real benefits are expected.