ROI Calculator
Estimate your potential savings with DevOps AI. Calculations are based on published market data from industry analysts.
Calculate Your Savings
per Month
per Month
Savings
Savings
How We Calculate These Numbers
Our ROI estimates are grounded in published industry research, not aspirational projections.
Calculation Methodology
The calculator uses a 35% ticket reduction rate (midpoint of the 30–40% range from SDI Research) and an average resolution time of 25 minutes per ticket. Monthly savings are computed as: (reduced tickets × 25 min ÷ 60) × hourly rate. Annual savings project this monthly figure across 12 months.
These estimates are conservative — they account only for direct ticket-handling labor savings. They do not include additional value from billing reconciliation revenue recovery (~10% MRR uplift), QBR preparation time savings (80–95% reduction), reduced tool licensing costs, or improved client retention from predictive churn management.
Additional Value Not Captured Above
Billing Reconciliation
Three-way automated reconciliation recovers an average of 10% of MRR from missed seat additions and license discrepancies. For a $500K MRR business, that's $50K/month in captured revenue.
QBR Preparation
AI-orchestrated QBR prep saves 3.5–7.5 hours per client. A vCIO with 40 clients recovers 140–300 hours per month — equivalent to an additional full-time employee.
Tool Consolidation
Replacing 8–12 separate tools with one platform reduces total licensing costs, eliminates integration maintenance, and removes context-switching overhead for every technician.
Client Retention
Predictive churn scoring and proactive intervention can improve client retention from 89% to 95%. For a $500K MRR business, each percentage point saved equals $5K/month in retained revenue.
Compliance Efficiency
Collect-once, satisfy-many evidence collection reduces compliance effort by 50–70%. For MSPs offering compliance services, this directly improves service margin.
Onboarding Speed
New technician ramp-up drops from 6–12 months to 3–4 months with the AI tutor and adaptive learning paths. Faster productivity means faster revenue per headcount.