Play 7 ROI Calculator
Input # of partners, emails/week, time per email, billing rate. Outputs capacity recovery.
Play 7 ROI Calculator
This calculator translates email volume into recovered billable capacity. Input four numbers, get a dollar figure that justifies your AI investment to the CFO.
What This Calculator Does
Most partners spend 8-12 hours per week on email. That's 400-600 hours per year per partner - roughly 25% of their billable capacity - lost to inbox management.
This calculator shows you exactly how much capacity you recover when an AI assistant handles email drafting, follow-ups, and routine correspondence. You'll get three outputs:
- Hours recovered annually across your partner group
- Full-time equivalent (FTE) capacity gained
- Revenue potential at your current billing rates and utilization
Use these numbers in your business case, budget request, or partnership meeting.
Required Inputs
Gather these four data points before you start:
1. Number of Partners
Count every equity partner, income partner, and senior counsel who bills at partner rates. Don't include associates or staff attorneys.
2. Emails Sent Per Week
Pull this from your email server analytics. Most firms use Microsoft 365 or Google Workspace - both provide sent-item counts per user.
If you don't have access to server data, survey 10 partners and average their responses. Typical range: 80-150 emails per week for client-facing partners.
3. Minutes Per Email
Time-tracking data is ideal, but rare. Use this benchmark instead:
- Quick replies and forwards: 2 minutes
- Standard client updates: 5 minutes
- Complex explanations or negotiations: 15 minutes
Weighted average for most practices: 6 minutes per email.
4. Average Billing Rate
Use the blended rate across all partners. If your rates range from $450 to $750, and you have equal distribution, use $600.
For firms with tiered partnerships, weight by headcount at each tier.
The Calculation Model
Here's the math behind the outputs. You can replicate this in Excel or Google Sheets.
Step 1: Annual Email Volume
Total Emails = Partners × Emails/Week × 52 weeks
Example: 25 partners × 100 emails/week × 52 = 130,000 emails/year
Step 2: Time Spent on Email
Total Hours = (Total Emails × Minutes/Email) ÷ 60
Example: (130,000 × 6 minutes) ÷ 60 = 13,000 hours/year
Step 3: AI Efficiency Factor
An AI email assistant doesn't replace 100% of email time. It handles:
- First drafts (saves 60% of drafting time)
- Follow-up sequences (saves 80% of time)
- Routine confirmations (saves 90% of time)
Blended efficiency: 50% time reduction across all email types.
Hours Recovered = Total Hours × 0.50
Example: 13,000 hours × 0.50 = 6,500 hours recovered
Step 4: FTE Capacity Gained
Assume 1,800 billable hours per partner per year (standard for most firms).
FTE Capacity = Hours Recovered ÷ 1,800
Example: 6,500 ÷ 1,800 = 3.6 FTE partners
Step 5: Revenue Potential
Apply your utilization rate (percentage of available hours actually billed). Industry average: 75-80%.
Revenue Potential = Hours Recovered × Billing Rate × Utilization Rate
Example: 6,500 hours × $600/hour × 0.75 = $2,925,000
Sample Scenarios
Small Firm (10 Partners)
- Emails/week: 80
- Time/email: 5 minutes
- Billing rate: $500
- Result: 1.7 FTE recovered, $637,500 revenue potential
Mid-Size Firm (50 Partners)
- Emails/week: 120
- Time/email: 6 minutes
- Billing rate: $650
- Result: 10.8 FTE recovered, $5,265,000 revenue potential
Large Firm (150 Partners)
- Emails/week: 100
- Time/email: 7 minutes
- Billing rate: $750
- Result: 28.4 FTE recovered, $16,012,500 revenue potential
Adjusting for Your Firm
The default 50% efficiency factor is conservative. Adjust based on your email composition:
Increase to 60% if:
- High volume of routine client updates
- Frequent scheduling and confirmation emails
- Standard engagement letters and follow-ups
Decrease to 40% if:
- Highly technical or specialized practice area
- Extensive negotiation via email
- Regulatory or compliance-heavy correspondence
Utilization Rate Reality Check
Don't use aspirational utilization. Use actual performance from last year's financials. If your partners averaged 70% utilization, use 70% in the calculator - not the 85% target from your strategic plan.
Building Your Business Case
Present the calculator results this way:
For the Managing Partner: "We're leaving $2.9M on the table annually. An AI email assistant recovers 6,500 billable hours - equivalent to hiring 3.6 partners without the overhead."
For the CFO: "Implementation cost: $75K annually. Revenue potential: $2.9M. ROI: 3,780%. Payback period: 9 days."
For the Partnership: "Each partner gets back 260 hours per year. That's 6.5 weeks of capacity for client work, business development, or personal time."
Implementation Costs to Factor
Your ROI calculation should account for:
- AI assistant subscription: $50-150/user/month ($15K-45K annually for 25 partners)
- Integration and setup: $10K-25K one-time
- Training and adoption: 4 hours per partner ($15K-30K opportunity cost)
Total first-year cost: $40K-100K depending on firm size and solution chosen.
Even at the high end, you're looking at 30:1 return in year one.
Download the Spreadsheet
[Access the Play 7 ROI Calculator spreadsheet here - includes all formulas and sample scenarios]
The spreadsheet includes:
- Pre-built formulas for all calculations
- Sensitivity analysis (adjust efficiency from 30-70%)
- Three-year projection with adoption curve
- Cost comparison vs. hiring additional partners
Input your numbers in the yellow cells. Outputs auto-calculate in green.
What to Do With Your Results
If ROI exceeds 10:1: You have a slam-dunk business case. Schedule a partnership vote within 30 days.
If ROI is 5:1 to 10:1: Strong case, but identify which practice groups benefit most. Pilot with highest-volume partners first.
If ROI is below 5:1: Your email volume may not justify a firm-wide rollout. Consider deploying only for partners handling 150+ emails/week, or focus on other plays first.
The calculator gives you the numbers. Your job is to turn those numbers into a decision.

Reviewed by Revenue Institute
This guide is actively maintained and reviewed by the implementation experts at Revenue Institute. As the creators of The AI Workforce Playbook, we test and deploy these exact frameworks for professional services firms scaling without new headcount.
Revenue Institute
Need help turning this guide into reality? Revenue Institute builds and implements the AI workforce for professional services firms.