Work with enterprise team and apply entity resolution to Semantic definitions across sources used for Agents, reconciling prescriber and account identity across prescription, claims, specialty pharmacy, and CRM feeds, maintaining group practice and affiliation structures, and handling the reality that an eye care professional may be prescriber, account contact, and point of dispense simultaneously. Codify commercial metric definitions including TRx, NRx, NBRx, NC TRx, market share and market basket, decile and segment assignment, and projected versus captured volume, capturing source system, calculation, refresh cadence, and known limitations for each, and arbitrate conflicting definitions across brand, field, market access, and finance.