SOLUTION
As the first solution, the bot can read the results of blood tests and other medical analyses. It also reads the set of answers from a user given to a predefined set of questions and recommends supplements as a subscription for several months. Our bot is provided as an API to the Client, and the Client integrated it into their workflow, so the user can get up-to-date subscription proposals with special pricing and delivery conditions. The bot also provides general lifestyle recommendations to improve the identified conditions of a client. And, if required, recommends consulting with the Client's staff or a doctor, depending on the findings.

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The second solution – the bot based on a very poetic definition of specific visual traits how women, depending on their looks, can be classified into winter, spring, summer, autumn types – and recommends respective sets of cosmetics with personalized compliments to buyers.