SWI-Prolog fits programmers implementing logic rules or symbolic processing. Load a small set of predicates, query them interactively, and inspect alternative solutions before incorporating the rules into a larger application.
Effective use requires learning Prolog's execution and unification model. Domain-specific applications still need their own data and integrations. Keep working files under version control so subsequent changes can be reviewed and reversed.