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From Intake Call to Job Req in 10 Minutes: An AI-Assisted Workflow

Rishit Chaturvedi, CEO of Mazle AI
Rishit Chaturvedi, CEO of Mazle AI

A founder of a fast growing AI startup told us his team was bottlenecked on opening new roles. Every new req required a 90 minute meeting, two days of recruiter drafting, three rounds of hiring manager edits, and a week of legal review. By the time the req was open, the headcount need had already shifted.

This is the unsexy bottleneck in scaling hiring. Not sourcing. Not interviewing. Req creation. The companies that ship roles fast can move on opportunities. The ones that take weeks miss them.

The 10 minute workflow looks like this.

Minute zero to ten. The hiring manager has a structured conversation with an AI voice agent. The agent asks about role purpose, success metrics, must have skills, nice to have skills, deal breakers, and team context. The conversation feels like a chat, not a form.

Minute ten to twelve. The system produces a first draft of the JD, the scorecard, the interview plan, and the screening criteria. All four are aligned because they came from the same source conversation.

Minute twelve to thirty. The hiring manager reviews and edits. Most edits are minor wording changes. The structure holds because it came from her own words.

Minute thirty to forty five. The recruiter reviews, the hiring manager approves, the req goes live.

This is not theoretical. Teams running this workflow on platforms like Mazle ship new reqs the same day they identify the need. The hiring manager's first hour of work is the only hour required.

Speed in hiring is downstream of speed in role definition. Fix the upstream bottleneck first.