Budgets vary widely: a narrow AI feature such as a single automation or classification model often costs between $15,000 and $60,000, a production-ready AI agent with proper integrations and guardrails typically runs $80,000 to $300,000, and a full enterprise AI platform build can exceed $500,000. Ongoing costs for hosting, monitoring, and retraining should be budgeted separately.