Building the Business Case for AI
DSO boards and PE sponsors don’t buy technology — they buy outcomes. If you’re evaluating AI for your dental group, you need to demonstrate ROI in terms your CFO and investors care about: revenue recovered, costs reduced, and margins improved. Here’s the framework.
The 5 Metrics That Matter
1. Missed Call Recovery
How to measure: Compare your missed call rate before AI (typically 30-35%) to after (target: under 5%). Multiply recovered calls by your average new patient value ($800-$1,200) or existing patient visit value ($200-$350).
Benchmark: A 30-location DSO recovering 15 calls/day/location at $200 value = $900K annually in recovered revenue.
2. Recall Revenue
How to measure: Track patients reactivated through AI outbound campaigns who actually show up and generate production. Compare to your previous recall method’s reactivation rate.
Benchmark: AI recall typically reactivates 15-25% of overdue patients vs 5-8% for text/email. For a 30-location DSO with 15,000 overdue patients, that’s 1,500-2,250 additional hygiene visits = $450K-$675K.
3. Staffing Efficiency
How to measure: Track whether you can operate with fewer front desk FTEs per location after AI deployment, or grow without adding proportional headcount.
Benchmark: Most DSOs save 0.5-1.0 FTE per location. At $40K/FTE across 30 locations = $600K-$1.2M annually.
4. Payment Acceleration
How to measure: Track average days in AR before and after deploying payment automation. Monitor the percentage of balances collected within 7 days.
Benchmark: AI payment tools typically reduce AR from 45-60 days to 15-25 days. For a DSO collecting $30M annually, accelerating by 30 days = ~$2.5M improvement in cash flow.
5. Patient Satisfaction
How to measure: Track NPS or satisfaction scores before and after. Monitor Google review volume and ratings. Track patient retention rates.
Benchmark: Practices with AI answering report 15-25% increases in patient satisfaction due to immediate call response and consistent experience.
The 30-60-90 Day Measurement Framework
- Day 30: Measure missed call reduction, AI answer rate, and booking conversion. You should see 80%+ improvement in missed calls within the first month.
- Day 60: First recall campaign results. Track reactivation rate, appointments booked, production from reactivated patients. Launch payment automation and measure AR trend.
- Day 90: Full ROI calculation. Sum revenue recovered + costs avoided + cash flow improvement. Compare total to platform cost. Target: 10-20x ROI.
Presenting to the Board
Frame it simply: “We invested $X in AI. It recovered $Y in revenue and saved $Z in costs. The net ROI is [number]x.” DSO boards respond to specifics, not generalities. Track every dollar your AI generates and every hour it saves — the numbers make the case.
For a complete overview of how Viva AI works for dental groups, visit our DSO platform page or explore our front desk software.