A Recruitment Platform Uses AI to Eliminate Bias and Accelerate Hiring

The Situation

A U.S.-based recruitment platform set out to solve a major inefficiency in hiring: the overwhelming volume of resumes received for every job posting. Traditional screening methods were slow, inconsistent, and often susceptible to unconscious bias—hurting both speed and diversity in hiring.

The leadership team needed to:

• Automate the screening and shortlisting process
• Match candidates to roles based on skills and experience—not keyword stuffing
• Create dashboards for recruiters and seamless job discovery for applicants
• Build a unified platform that ensured fairness, transparency, and efficiency

The recruitment company partnered with PragSoft Consulting to shape their product strategy, design AI workflows, and build a recruitment ecosystem focused on speed and equity.

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Our Approach

PragSoft led a full-stack strategic development and consulting initiative—focusing on three core outcomes: automation, fairness, and usability.

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The Results

Within months of launch, the recruitment company transformed how recruiters and candidates interacted:

• 80% Reduction in manual resume screening effort
• Faster time-to-fill with significant lift in recruiter productivity
• Improved candidate-to-job match accuracy, increasing quality-of-hire
• More inclusive hiring, with selection based on data rather than assumptions
• Created a trusted, intelligent experience across web and mobile platforms

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