Framework10 min read
ROI Framework for AI Agents
Quantify the business value of deploying AI agents across your organization.
Every AI agent investment must justify itself in dollars. This framework gives you the calculation structure to build a defensible business case for any stakeholder.
## The Four Value Levers
1. **Labor arbitrage** — hours of human work replaced per month
2. **Speed premium** — revenue captured by faster response times
3. **Error reduction** — cost of mistakes eliminated
4. **Scale expansion** — volume handled without headcount growth
## ROI Formula
`ROI = (Annual Value Generated - Annual Total Cost) / Annual Total Cost × 100`
## Benchmarks by Function
- Customer support agents: 60-80% ticket deflection, $8-15 savings per ticket
- Lead qualification agents: 3-5x pipeline throughput, 40% reduction in SDR cost
- Data extraction agents: 90% reduction in manual processing time