The Real Math of Modern Customer Support
In 2026, the underlying cost of executing an LLM inference request (such as Gemini 2.5 Flash) has fallen to fractions of a cent. Yet legacy software vendors still charge $0.99 per resolution—a 5,000% markup over actual compute costs.
Cost Comparison Breakdown (5,000 Monthly Conversations)
Consider a scaling company with 5,000 inquiries monthly:
- Intercom Fin AI: $0.99 / resolution + seats = $3,539 / month ($42,468 / year).
- Zendesk + AI Suite: $115 / seat + AI addon = $1,250 / month ($15,000 / year).
- Zeqalune Growth Plan: Flat Rate = €39 / month (€468 / year).
Key Takeaways for Finance & Ops Leaders
By migrating from per-resolution penalties to Zeqalune's flat-rate edge architecture, companies immediately save between $14,000 and $42,000 annually while increasing customer response speeds to under 30 milliseconds.