The Matching Engine

Intelligent Platform following the I Have I Need philosophy

Revolutionizing Recruitment with Intelligent Matching Technology.

The Matching Engine is Aiyor’s proprietary recruitment product designed to eliminate the inefficiencies of traditional Applicant Tracking Systems (ATS). Using advanced AI/ML algorithms, it intelligently matches candidates with job roles based on skills, experience, intent, and cultural fit β€” not just keywords.

Key Features:


  • πŸš€ AI-Powered Candidate Matching β€” Go beyond CV parsing with deep learning-based profile-to-role matching.

  • 🧠 Contextual Understanding β€” Understand job requirements and candidate profiles in real-world context.

  • βš™οΈ Automation-First Workflow β€” Automate repetitive tasks like shortlisting, screening, and ranking.

  • πŸ“Š Candidate Relevancy Scoring - Especially effective in high-application-volume scenarios, our smart scoring system ranks candidates based on multidimensional fit β€” bringing clarity, structure, and prioritization to your process.

  • πŸ“© Personalized Candidate Feedback - Provide tailored, stage-by-stage feedback with clear, actionable insights. Feedback templates are fully customizable to match your brand tone and values.

  • 🌐 No ATS Required β€” Replace or integrate with your ATS without dependency on legacy systems.

  • πŸ” Built with Privacy & Compliance β€” Designed to meet data protection regulations.


Benefits:


  • ⏱️ Reduce time-to-hire by up to 60%

  • βœ… Improve quality-of-hire through precise, AI-driven matching

  • 🀝 Deliver a better candidate experience with transparent, personalized feedback

  • πŸ“ˆ Streamline high-volume hiring with structured Candidate Relevancy Scoring

  • βš–οΈ Minimize recruiter bias through algorithmic fairness and explainability

  • 🧾 Eliminate manual screening overhead


Ideal For:


  • Recruitment Agencies
  • Internal HR & Talent Acquisition Teams
  • Scaling Startups
  • Enterprise Teams Managing Volume Hiring


Whether you're filling 5 roles or 5,000, Aiyor’s Matching Engine gives your hiring team the tools to scale smartly, fairly, and efficiently.


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15 We have Years of experience

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Case Studies

Some of our successful implementations.

Hiring Platform for tech SMB

Client: Tech ScaleUp based in Melbourne, Australia