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Screen frontline job applicants around the clock and route them by fit

Custom agentVendor case study

Workforce platform Fountain built an AI Recruiter on Claude that reviews applications against hiring criteria and routes candidates, used by employers hiring hourly and frontline staff.

First reported
claude.com · 5 Sept 2025
Added
13 Oct 2026
Source checked
13 Oct 2026

What they did

The AI Recruiter screens incoming applications, checks them against each employer's criteria and routes candidates by fit, and it is available to applicants at any hour. An orchestration agent called Fountain Copilot lets HR teams set up and run hiring operations in plain language, and customers can build their own agents on Claude models.

What happened

The company says customers see about 50% less manual screening effort, and one logistics customer fully staffed a new fulfillment center in under 72 hours, down from over a week. It says most applicants chose to screen with the AI Recruiter rather than a person.

Keep in mind

These are aggregate figures from the vendor and Anthropic, not from a named employer, and the page does not explain how screening decisions are reviewed for fairness. Fully autonomous hiring agents are described as future plans.

Try it with your agent

Here are the requirements for our <job title> role at <location>: <must-haves, shifts, start date>. Review the applications in <applicant export> and sort each into ready to interview, needs a quick question, or not a fit, quoting the line in the application that supports your call. Never reject on age, gender, ethnicity or other protected traits, and leave final decisions to <hiring manager>.

Replace the <angle brackets> with your own details.

Original source

claude.comVendor case study

Published by the company that makes the agent. Read it as a claim.

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