Enterprise-Grade Decision Support

Predict hiring outcomes.
At enterprise scale. With control.

HuMatch is an enterprise-grade decision support platform for predicting performance, adaptation and retention — without replacing human judgment.

Explainable AI (Audit Trail)
Human-in-the-loop
Global Scalability
No Sensitive Data
FORTUNE 500 FINTECH MANUFACTURING SAAS ENTERPRISE PHARMA FORTUNE 500 FINTECH
The Challenge

Hiring risk grows exponentially at scale.

In enterprise organizations, even a small hiring error rate turns into millions in lost productivity, churn, and re-hiring costs.

Traditional tools fail because they:

  • Don't model real work environments.
  • Don't predict adaptation and retention.
  • Can't explain why a decision was made (Black Box).
Cost of Mismatch
$2.4M / yr
Churn Spikes

Impact of 15% mis-hire rate on 500+ headcount.

Skills alone do not predict
enterprise performance.

At scale, performance depends on context. HuMatch formalizes these factors into a Company Work DNA.

Pressure Levels

How candidates handle high-stakes environments.

Decision Autonomy

Ability to act without constant oversight.

Communication Style

Alignment with internal information flow.

API Gateway Active
Assessment Engine (v2.4) Modular
RBAC / Identity Secure
Deployment: Hybrid / Cloud Uptime: 99.9%
Architecture

Designed to integrate,
not disrupt.

HuMatch fits into your existing ecosystem via API-first architecture and modular assessment engines.

API-first Platform

Connects with Workday, Greenhouse, SAP.

Role-Based Access Control

Granular permission settings for global teams.

Flexible Deployment

Cloud (default), Private Cloud, or Hybrid options.

Enterprise-grade governance by design

Safety, ethics, and explainability are architectural constraints, not afterthoughts.

No Automated Decisions

Humans always make the final call. We provide insight, not verdicts.

No Profiling

No personality, psychological, biometric, or demographic profiling.

Full Explainability

Traceable inputs to outputs. Every score has a "Why".

Audit Logs

Complete history of model versions, scores, and access.

Standardized insight.
Contextual decisions.

Decision-makers receive a standardized Candidate Passport adapted to role, department, and region.

Passport Components

  • Professional Strength Score PSS
  • Behavioral Fit Score BFS
  • Final Fit Prediction %
  • Confidence Level High/Med/Low
  • Onboarding Effort Index OEI
  • Risk Flags with explanations
CONFIDENTIAL

Candidate #9042

Senior DevOps Engineer
RECOMMENDED
Strength
92/100
Fit Score
High
Onboarding Flag: Requires clear initial KPIs.
Confidence: 94%

Where HuMatch delivers the most value

High-volume hiring

Standardizing quality across hundreds of hires.

Critical Roles

Reducing failure rates for positions with long onboarding.

Distributed Teams

Ensuring remote work adaptability.

Fast-scaling Depts

Maintaining culture during hypergrowth.

High Churn Markets

Predicting retention before the offer.

M&A & Restructuring

Aligning cultures during mergers.

Because trust matters more than hype.

Decision Support

Not decision replacement.

Explainability

Over black-box scores.

Separation of Variables

Skill vs. Behavior distinction.

Long-term Learning

System improves with your data.

Make hiring decisions you can
explain, defend and scale.

Security review and pilot available.