While the current polarizable electrostatic model can be used with valence and van der Waals terms from the existing OpenFF Sage force field in MD simulations, the accuracy of such simulations will be improved by adjusting the LJ and torsional parameters against reference experimental and QM data in the context of the polarizable force field. In the meantime, a compatible and fast polarizable water model is essential to achieve accurate simulations of molecular recognition. The Factor-Pol software infrastructure that implements both training and use of these models is shared open source at GitHub repository Factor-Pol. It can be easily used in the OpenFF software ecosystem, i.e., with OpenFF Toolkit, OpenFF Evaluator, and OpenFF Interchange 78 to enable seamless use with the valence and Lennard-Jones parameters of the OpenFF Sage force field in OpenMM. We have also implemented a version of the Smirnoff-plugin , named MPID-plugin , to introduce electronic polarization to the OpenFF force field fitting software stack. This integration sets the stage for planned future work aimed at generating more comprehensive force fields that fully integrate the polarizable electrostatics models. Currently, we are developing a polarizable water model that utilize direct polarization, atom-centered polarizabilities and partial charges.