Whitepaper
Agent Experience Is a Revenue System
Burned-out agents do not produce pipeline. Dead dials and five open tools are system design failures, not culture posters.
Contents
- What agents hate
- Productivity math
- Design principles
- Hybrid load reduction
- Measurement
- Evaluation
1 · Hate
What agents actually hate
Steep curves, opaque reporting, painful integrations, black-box AI, chasing ghosts. They want control, clear outcomes, fewer tools.
2 · Math
The productivity math
If half of paid time is non-talk noise, hiring multiplies waste. Fixing connect and prioritization is an experience investment with CPA returns.
3 · Design
Design principles that help
- One workspace for lead, dial, assist
- Use/Skip on AI suggestions
- Fewer screens to disposition
- Visible why a lead is next
- Fast whisper/barge
4 · Hybrid
Hybrid load reduction
AI eats repetitive qualification and after-hours load so humans keep high-value conversations.
5 · Measurement
What to track
| Signal | Healthy direction |
|---|---|
| Talk time share | ↑ |
| Attempts per connect | ↓ |
| Suggestion accept rate | Contextual—not 100% |
| Voluntary attrition | ↓ |
6 · Evaluation
Questions
- Systems per call?
- Time to first good disposition for a new hire?
- Do agents trust next-lead logic?
Related: Human edge · Co-Pilot.