A recruiting agency faced slow, manual candidate matching that dragged out hiring cycles and increased effort per requisition. Recruiters spent significant time screening and shortlisting, which delayed submissions and decisions. The team needed a faster way to identify pre-qualified talent while maintaining a consistent screening approach. The agency implemented an AI hiring and screening workflow to automate first-round evaluation. It used automated candidate matching and AI-driven screening to quickly surface pre-qualified candidates for recruiter review. The process supported structured evaluation through resume scoring and automated assessments, enabling the team to focus live time on top prospects. The agency reduced time-to-fill by 50% after automating candidate matching. The streamlined screening flow shortened early-stage evaluation and improved the speed of moving candidates forward. As a result, recruiters spent less time on manual matching and more time engaging qualified talent.