4 Files Into One Human-Reviewed Interview Brief
4 Files, One Interview Brief: The Bot That Preps the Human Your hiring manager opens the CV in one tab, hunts through Gmail for the application thread in another, digs up the role scorecard in a shared drive, and joins the call three minutes late still not sure what to ask. That is 15 minutes of tab-switching before a 30-minute interview. This post walks through the exact bot I build for clients…
A bot automates the process of preparing a human interviewer for a job interview, ensuring they have all necessary information without making hiring decisions. This tool consolidates four key inputs - calendar event, candidate CV, application form response, and role scorecard - into a single, evidence-linked briefing packet, eliminating the need for the interviewer to manually gather and review multiple sources.
The bot's primary function is to prepare the interviewer, not to score, rank, or make hiring decisions, which helps to mitigate bias and EEOC exposure. The bot employs strict guidelines, such as not generating a hiring recommendation, ranking candidates, or comparing candidates. It only communicates with the interviewer and does not modify the applicant tracking system.
The bot requires a consistent identifier, typically an email address, to reliably match candidates across different sources. It triggers when a calendar event with an "Interview" label is scheduled within the next 30-60 minutes, pulling relevant information from Gmail, PDFs, and other sources. The bot prioritizes the most recent CV when multiple versions exist, extracts specific fields from the application form, and avoids including irrelevant information. The final briefing is delivered to the interviewer 30 minutes before the interview starts.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
