Apparatus (30), computer readable media, and methods for managing an intelligent field, are provided. An exemplary method can include receiving real-time dynamic field data, analyzing validity of the dynamic field data, validating values of the field data, validating a state / condition of a well, and flagging well components, well conditions, and / or well state validation issues. An exemplary apparatus (30) can include hydrocarbon well instruments (40), a SCADA system, a process integration server and / or dynamic field data analyzing computer (31), and memory / computer readable media (35) storing a dynamic field data analyzing computer program (51). The computer program (51) can include instructions that when executed cause the dynamic field data analyzing computer (31) to perform various operations to include receiving real-time dynamic field, data, analyzing validity of the dynamic field data, validating values of the field data, validating a state / condition of a well, and flagging well components, well conditions, and / or well state validation issues.