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About

our Software

Hire Match AI is an analytics layer built on top of modern Applicant Tracking Systems.

Applicant tracking systems are excellent at recording hiring activity.
They are far less effective at explaining what that activity means.

As hiring volume scales, teams struggle to distinguish:

 

  • Expected candidate drop-off from real pipeline friction

  • Normal variation from performance degradation

  • Operational risk from routine workflow noise


Hire Match AI exists to close that interpretability gap.

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What we do

Hire Match AI connects directly to your existing ATS and analyzes the data already flowing through your hiring process.

We help teams:

  • Interpret stage-to-stage movement beyond surface metrics

  • Understand pipeline health in context, not isolation

  • Compare performance against relevant peers and benchmarks

  • Surface compliance-relevant patterns embedded in workflows


We do not replace your ATS. We make its data usable for decisions.
 

How we approach hiring data

Our approach is grounded in three principles:

1) Context over counts
Raw metrics are rarely actionable without role, volume, and time-based interpretation.

2) Benchmarks over isolation
Performance only becomes meaningful when compared to peers, history, and expectations.

3) Operational compliance
Risk typically emerges in process patterns before it appears in audits or enforcement.
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Who are we built for

Hire Match AI is built for teams and companies that already rely on an ATS and want deeper insight into:
 

  • Recruiting efficiency

  • Pipeline quality and decay

  • Workflow-driven compliance exposure


This includes startups, mid-sized teams, and specialized recruiting organizations.

looking ahead

As our dataset grows, Hire Match AI will expand into broader hiring market indicators, including workforce sentiment and hiring momentum.
 
Our goal is not
prediction for its own sake. It’s clarity that enables confident action.

© 2026 Hire Match LLC All Rights Reserved

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