Agents in the Wild
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Review 5,000 support calls a week automatically

Virtual receptionist company Smith.ai built an automation that reviews thousands of client calls every week, replacing hours of manual quality checks.

ZapierSpotted· Support· by Smith.ai· Oct 14, 2026
Time saved
250 h / week
Running cost
Not stated
Result
5,000 calls reviewed every week
“One Zap alone reviews 5,000 calls per week, saving an estimated 250 hours of manual work each week”
From the source: Zapier Blog

Spotted: found in the wild. The numbers are as reported by the source above and have not been independently verified yet.

The situation

Quality-checking thousands of client calls each week took a large amount of manual listening.

The agent

A Zapier automation reviews call data at scale and surfaces issues, as part of more than 1,000 workflows the company maintains.

How to build it

  1. Send call transcripts to the automation automatically.
  2. Add a review step that checks each call.
  3. Route flagged calls to a person and clear the rest.
  4. Reuse the pattern for other review-heavy work.
Source: Zapier Blog

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