DNA Gyrase B inhibitors with three types of sp3-rich scaffolds were prepared. Key interactions with E. coli DNA Gyrase B binding site are proposed, involving a conserved water. High-nanomlar inhibitor of DNA Gyrase B is reported. A robust model for in-silico design of DNA Gyrase B inhibitors is reported. A novel approach towards conserved water identification was employed.