AI opportunities

Deterministic conflict-of-interest detection

Checking, at the moment content is being authored or edited, whether the author's current staffing creates a wall conflict.

Technique

Deterministic lookup against the staffing/engagement table for the author and the content's engagement scope.

Open source tool

Standard rules engine against a staffing table