Predictive AI Reduced the Recruitment Cycle from Weeks to DaysPredictive AI Reduced the Recruitment Cycle from Weeks to Days

Predictive AI Reduced the Recruitment Cycle from Weeks to Days

Executive Summary

Timestamp implemented an intelligent CV analysis and recruitment solution that combines Generative AI with Predictive AI. The system automatically extracts skills, matches them against job description criteria, and assigns explainable scores, shortening the hiring process from 3–4 weeks to just a few days, with an 85% success rate.

The Challenge

Traditional recruitment processes are time-consuming and subjective. The manual screening of hundreds of CVs consumes weeks of HR teams’ time, with a high risk of bias and the loss of qualified candidates. The lack of standardization in the evaluation process makes objective candidate comparison difficult, while lengthy hiring cycles often result in talent being lost to more agile competitors.

Portfolio

Timestamp Solution

Intelligent CV Extraction

GenAI automatically extracts skills, experience, and qualifications from each CV, regardless of format or language.

Predictive Matching

The model compares the extracted data against the specific criteria of each job description, assessing how well each candidate matches the role.

Transparent Scoring

Each candidate receives a transparent and explainable score, enabling HR teams to perform objective, consistent, and justifiable evaluations.

TOP 20 Dashboard

The solution presents the top candidates in a TOP 20 dashboard, ranked by suitability, and generates multilingual versions of CVs tailored to the specific role.

About the Project

Business Impact

Timestamp

3–4 weeks → days

Drastic reduction in the end-to-end hiring cycle

Timestamp

85%

Candidate-to-role matching success rate

Timestamp

TOP 20

Automatic dashboard with an explainable candidate ranking.

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