Formal software verification typically involves some level of static theorem proving which is a mathematical process of proving that the function computed by a program match the function specified. A theorem prover, such as THEO automates this process. On the other hand, reverse engineering is a process inverse to traditional engineering. An example is extracting software specification from its source code. Both subjects have been widely addressed in literature but there is still the need for additional research efforts in this area. In this paper we present a formal software verification concept, which is based on automated theorem proving and reverse engineering.We are mainly concerned with communications software and with software for families of communication protocols in particular. In the paper we describe how to: (i) model a group of finite state machines using predicate calculus, (ii) extract axiomatic software specification from the source code and log files, and (iii) formally verify software for a given operational profile (set of test cases). The concept has been successfully applied to a call processing software for systems, which are installed and fully operational in Moscow and Saint Petersburg, Russia.