List per-user, per-bot, and per-transaction charges alongside required add-ons and data storage. Forecast growth-based price escalators and volume tiers. Confirm trial limitations and promotional timelines. Get vendor quotes in writing with clear renewal terms. Transparent license modeling protects margins, avoids forced upsells, and ensures your ROI holds when usage scales past the comfortable pilot stage.
Budget not only for technical build but for workshops, process documentation, playbooks, and hands-on training. People learn at different speeds, and new workflows need practice to stick. Include time for job aids and office hours. Treat adoption as a line item, not a footnote. Adoption spending reduces rework, resistance, and the silent churn of half-used tools.