Direct questions

8. How many extra completed jobs would an AI receptionist need to pay for itself?

Calculate incremental contribution from completed work, not the face value of bookings. Include jobs your existing callback process would already have recovered, and cap the upside at work your engineers can actually deliver.

A practical calculation

For a comparable group of eligible enquiries:

Incremental completed jobs = eligible enquiries × (pilot completion rate − baseline completion rate)

For a positive scenario, cap that result at additional deliverable capacity.

Monthly net contribution = incremental completed jobs × contribution per job − all incremental recurring costs

First-year net benefit = sum of monthly net contributions − setup and transition costs

Use contribution after the variable costs of delivering the additional job. Agree the definition with finance; do not mix turnover, gross margin and cash receipts.

Hypothetical worked example—not an HVAC benchmark

Assumption Illustration
Eligible enquiries in the comparison group 60/month
Baseline completed-job rate, including callbacks 20%
Pilot completed-job rate 35%
Calculated additional jobs 9/month
Additional delivery capacity 8/month
Contribution per additional completed job £150
Total recurring cost, including supervision £650/month
Setup and transition £3,000

The capacity-limited illustration produces £1,200 contribution less £650 recurring cost: £550/month. Twelve identical months less setup would produce £3,600, but only if those assumptions held.

At four extra jobs, the same arrangement loses £50/month before setup. Recurring break-even requires five whole jobs; spreading setup evenly over the first year raises the illustrative requirement to six.

Report released office time separately. Count it as cash saving only when expenditure actually falls, or as additional contribution only when the resulting extra output is demonstrated. Do not count the same benefit twice.

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