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Per-resolution pricing sounds reasonable on paper: you only pay when the AI actually solves something. No resolution, no charge. But the model has a perverse incentive baked in. The better your chatbot performs, the more you pay.
Teams that hit 60% deflection after a successful rollout often see their AI bill jump 30–50% in the same quarter finance was expecting savings. The trap is not a bug. It is how the model is designed.
38%
Avg. bill increase after rollout
$0.99–$2.50
Typical per-resolution fee
3,000+
Resolutions at 5k conv/mo
High
Annual overspend risk
How per-resolution pricing actually works
Vendors charge a flat fee each time the AI handles a conversation without escalating to a human agent. Intercom's Fin AI agent, for example, bills $0.99 per resolution on top of your base plan. At 3,000 AI-resolved conversations per month, that is nearly $3,000 in resolution fees alone.
| Monthly AI resolutions | At $0.99/resolution | At $1.50/resolution | At $2.50/resolution |
|---|---|---|---|
| 1,000 | $990 | $1,500 | $2,500 |
| 3,000 | $2,970 | $4,500 | $7,500 |
| 5,000 | $4,950 | $7,500 | $12,500 |
| 10,000 | $9,900 | $15,000 | $25,000 |
What counts as a resolution?
This is where the trap tightens. Every vendor defines resolution differently, and the definition often expands over time.
- ✓Bot answers a FAQ and visitor leaves: resolution
- ✓Bot collects a lead and hands off to sales: resolution
- ✓Bot deflects to a help article link: resolution
- ✓Bot handles 80% of the issue, human closes the last step: sometimes still a resolution
- ✓Visitor returns within 24 hours on the same topic: may count as a new resolution
Three signs you are in the trap
- ✓Your AI bill grows every month even though traffic is flat
- ✓Finance asks why chatbot savings are not showing up in the P&L
- ✓You hesitate to improve the bot because each improvement costs more
- ✓You cannot forecast next quarter's spend without guessing resolution rates
How flat-rate pricing changes the math
Flat platform pricing flips the incentive. When your bot deflects more conversations, your cost stays the same (or scales predictably with tier upgrades, not per-event charges). The ROI from better AI performance flows to your business, not your vendor.
Vatoo uses flat platform pricing with usage-based tier upgrades. There are no per-resolution fees. When your real estate bot books 200 extra viewings or your insurance bot handles 500 more quote intakes, your bill does not spike per event.
Bottom line
Per-resolution pricing is a tax on success. Before you sign, model your bill at 70% deflection, not 30%. If the number scares you, that is the point. Choose a pricing model where better performance means better ROI for you, not higher revenue for your vendor.
