Automation implementation timelines: chatbot — 2-4 weeks, RPA robot — 3-6 weeks, system integration — 4-8 weeks, AI agent — 6-12 weeks, complex enterprise system — 3-6 months. AppStar uses an agile approach with phased delivery: first working prototype in 2-3 weeks.