Career · LinkedIn · 🇧🇷 Brazil
Recruiter Builds an Agent on Her Own to Screen Résumés
At Inspira, a recruiter without an ATS built an agent that ranks candidates by fit to the job, with a justification.
- Profession
- Recruiter, HR Professional
- Tools
- IA generativa
- Source
- pt.linkedin.com ↗
- Country
- 🇧🇷 Brazil
- Report date
- October 14, 2025
- Verified on
- October 24, 2026

What they did
Résumés arrived by email and she handled everything alone. The agent compares each résumé with the job description and explains the score.
How it went
Screening dropped from 2 hours to 20 minutes, and one of the candidates recommended by the AI was hired.
Good to know
A résumé is personal data: use a company-approved tool, inform candidates and keep the decision with a person, to avoid bias.
The prompt
This is the job [description and required/desired criteria]. For each anonymized résumé below, give a fit score from 0 to 100, justify it in 3 lines and point out what to confirm in the interview. Do not use age, gender or photo as criteria.
Replace what is in [brackets]. Prompt written by us from the account, not a literal copy of the source. Do not paste other people’s personal data (privacy laws such as LGPD and GDPR apply).
Summary in our own words. Results as stated in the original account; we have not tested or audited them. Read the source ↗ Found a mistake?
Similar cases
01Screening 160 Applications in Under Five Minutes
A startup founder used GPT as a first filter for more than 160 LinkedIn applications.
02The Downside: A Designer Goes from 150 to 400 Pieces a Month
Estadão spoke with designers about how AI has changed deadlines, prices and workload.
03Pharmaceutical Company Uses AI for Screening and the First Interview
Libbs, with 3,800 employees, lets AI evaluate résumés and conduct voice interviews before recruiters.
04Personalized emails to recruiters from a spreadsheet
Pratyush uploaded a contact spreadsheet and his resume; the agent wrote one email per role and left them as drafts in Gmail.
05Applying to jobs in bulk with computer use
A user says they sent 50 applications in under 30 minutes with Claude controlling the computer.
06A fit score for every LinkedIn job posting
José Antonio Morales turned his profile and a weighting system into a shortcut that scores any open job posting.
07A 10 to 15 slide presentation with charts from an outline
A tester gave the agent an 11-slide skeleton about AI careers and salaries.
08Analyzing your own job applications with AI until you get hired
A young woman used Claude to treat her job search as a data funnel and landed a role at DoorDash.