Estimate the financial ROI of deploying an Agentic AI chatbot in a UK contact centre, segmented by customer age demographics. Calculates contained and escalated calls, agent hours saved, labor and overtime savings, AI costs, net benefit, ROI, payback period, and 3-year net benefit.