The preprint, which is an illustration of the practical application of umbrella science of infranetics and MIBIX-converged technologies, presents the results of the use of artificial neural networks to assess the reliability of the city water supply network in Kamyshlov. The paper assesses the failure rate, probability of failure-free operation and availability of the city water supply network.