Skip to main content
Download free report
SoftBlues
HR & Recruitment • AI Product Development

From Manual Screening to Smart Matching

AI CV Matching Platform

AI-powered CV matching software that analyses candidate profiles against job requirements, cutting time-to-hire by 50% and reducing recruitment costs by 30% for a growing recruitment company.

Book a Case Walkthrough
0%
Faster Hiring
0%
Cost Reduction
0%
Match Accuracy
0x
More CVs Processed
Project Overview

A recruitment company experiencing rapid growth was struggling to keep pace with increasing CV volumes. Their team spent hours manually reviewing applications, often missing qualified candidates buried in the stack while clients waited for shortlists.

The Challenge

Manual CV screening was creating bottlenecks in the hiring process, leading to longer time-to-hire and rising recruitment costs that threatened the company's competitiveness.

  • HR personnel spending majority of time on manual CV review instead of candidate engagement
  • Inconsistent evaluation criteria leading to qualified candidates being overlooked
  • Long time-to-hire causing clients to lose top candidates to faster competitors
  • Rising recruitment costs as team expanded to handle growing CV volumes
  • No data-driven insights to improve hiring decisions or predict candidate success

Our Solution

Softblues built an AI-powered CV matching platform that automatically parses resumes, extracts skills and experience, and scores candidates against job requirements. The system uses machine learning to continuously improve matching accuracy based on hiring outcomes and recruiter feedback.

  • Automated CV parsing with intelligent extraction of skills, experience, and qualifications
  • Smart matching algorithm scoring candidates against job requirements
  • Customisable weighting for must-have versus nice-to-have criteria
  • Analytics dashboard with hiring insights and pipeline visibility
  • Continuous learning from hiring outcomes to improve match accuracy
Technology

Built with Enterprise-Grade Technology

PythonNatural Language ProcessingMachine LearningspaCyTransformersFastAPIPostgreSQLRedisReactAWS
Client Goals

Goals and Objectives

The client came to us with clear objectives to transform their operations.

01

Reduce Time-to-Hire

Cut the recruitment cycle significantly by automating CV screening and candidate shortlisting

02

Lower Recruitment Costs

Reduce per-hire costs through automation and improved efficiency

03

Improve Match Quality

Increase the accuracy of candidate-to-job matching using AI-driven analysis

04

Free HR for Strategic Work

Allow recruitment team to focus on candidate relationships and client engagement

05

Enable Data-Driven Decisions

Provide analytics and insights to continuously improve hiring outcomes

Platform Architecture

How It All Works Together

1

CV Parsing Engine

NLP-powered document processing extracts structured data from CVs in various formats including PDF, DOCX, and plain text. Identifies skills, experience, education, and contact information automatically.

2

Matching Algorithm

Machine learning model scores candidates against job requirements using semantic understanding. Supports customisable weighting for required versus preferred qualifications.

3

Analytics and Reporting

Dashboard provides visibility into candidate pipeline, hiring funnel metrics, and matching performance. Tracks time-to-hire, conversion rates, and source effectiveness.

Results

Value and Impact Delivered

Measurable improvements across every dimension of operations.

50%

Time-to-Hire Reduction

Halved the recruitment cycle by automating CV screening and accelerating candidate shortlisting.

30%

Cost Savings

Reduced overall recruitment costs through automation and improved process efficiency.

90%

Match Accuracy

High-accuracy matching ensures recruiters spend time on genuinely qualified candidates.

HR Workload Reduced

Freed HR personnel from manual screening to focus on candidate engagement and strategic tasks.

Data-Driven Hiring

Comprehensive analytics enable informed decisions based on hiring data and outcomes.

Ready to Transform Your HR & Recruitment Operations?

See how AI can help your organisation reduce errors, speed up processing, and improve outcomes. Let's discuss your specific challenges.

Book Discovery Call
15+
Years Experience
200+
Projects Delivered
$1M
Insurance Coverage
Success Stories

Explore Other Projects

Discover more AI solutions delivering measurable results across industries