The calculator intentionally opens with a conservative scenario. Savings come only from agent time avoided when an interaction is fully automated, minutes saved on AI-assisted human interactions, and the remaining human effort avoided when repeat contacts are reduced. Repeat-contact savings are calculated after automation and assistance so the same labor benefit is not counted twice.

First-year Avant One cost includes the published user subscription price, user-entered AI and channel usage costs, and any one-time implementation or integration cost entered by the buyer. This prevents onboarding work from disappearing from the business case.

Estimated payback shows how many months of gross operating savings are needed to equal the modeled first-year Avant One cost. It is a simple comparison metric, not a representation of contract cash-flow timing.

Potential collections recovery is shown separately and is not included in ROI or net savings. This prevents cash recovered from being mixed with operating-cost savings.

The calculator does not assume revenue growth, headcount reduction, fraud prevention, regulatory savings or customer-retention uplift. Those benefits may exist, but they should be validated separately for each organization.

Actual results depend on workflow design, channel mix, automation eligibility, customer behavior, integration quality and operating discipline. Replace the default assumptions with measured pilot or current-state data when available.