AI Agent in Recruitment: CV screening (case study)

How to screen 1,300 CVs in 2 days? Discover #AIAgents and #Automation in this #Recruitment #Enterprise case study. In this episode of the AI Automation Dojo, Andrzej Kinastowski and Ola Kwiecień break down a massive project that actually made it into production. It’s not a theoretical POC; it’s a real-world solution for an HR department that was drowning in 1,300 applications per process.The problem was simple: three people cannot physically read every CV when the volume is that high. We talk about how an AI agent can step in to handle the initial screening, matching candidates against 15 specific requirements without ever being allowed to make the final "hire or fire" decision. You’ll see how to build a system that is both reusable and secure. We dive into the architecture that keeps the AI behind a layer of unattended robots to prevent prompt injections and accidental data leaks. This episode is a must-listen for talent acquisition specialists drowning in piles of applications, as well as for automation leaders looking for a secure way to implement AI within corporate architecture. If you are responsible for HR strategy or digital transformation, you will learn how to reduce application processing time from two weeks to just 48 hours, without sacrificing critical human oversight over AI systems.