1. Baseline support load
Start with monthly conversation volume, average response time, and average handling time per conversation.
2. Automation coverage
Estimate what percentage of repeatable conversations can be handled with quality and safe escalation triggers.
3. Labor savings
Convert saved handling minutes into monthly hours, then into cost value using loaded support team rates.
4. Revenue contribution
Model conversion improvement from faster responses and cleaner qualification handoff to human closers.
5. Risk-adjusted scenario
Use conservative, base, and upside assumptions so leadership can decide using realistic ranges.
6. Net ROI window
Compare total monthly value against platform spend and rollout effort to estimate payback period.