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Peter Jackman
Peter Jackman

Posted on Originally published at zian.ai

Scaling AI Calling: Concurrency Limits at 10,000 Calls

Concurrency, not daily volume, is the binding constraint. Ten thousand dial attempts a day, at an assumed 67.5 seconds of line time per attempt across an 11-hour window, needs about 17 lines on average and roughly 34 at an assumed 2× peak. Vapi includes 10 concurrent call slots by default and Retell AI 20 on pay-as-you-go (both checked 2 September 2026).

What this covers

  • Converting a daily target into a concurrency requirement
  • Carrier and platform limits, as published by the vendors
  • Number reputation and answer rates
  • Latency, provider rate limits and retry storms
  • Compliance error rates multiply

This is a technical summary. The full guide — with the tables and worked examples — is on our site: *Scaling AI Calling: Concurrency Limits at 10,000 Calls*.

Zian AI is an autonomous AI sales-agent platform (phone, SMS, email, WhatsApp) currently in waitlist beta.

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