AI vendor billing-model fluency โ auto-activates when normalizing, comparing, or forecasting AI spend across seats, usage, credits, and reserved capacity
AI unit-economics discipline โ auto-activates when evaluating whether AI spend is worth it, pushing from tokens and requests to cost-per-successful-outcome
Practice-boundary routing, current-law verification, and client-data privacy for accountant communications
Individual and small-business tax planning, entity considerations, deductions, and deadlines โ framed for verification, never as guarantees
License display, lien rights, permits and code, insurance certificates, and no-guarantee language for contractor communications
Construction estimating, scope definition, and change-order structure for remodelers and trades
Real estate client relationship communication for buyers, sellers, and leads
MLS listing writing, social media marketing, and Fair Housing Act compliance for real estate