Know more. Interview better.

UMatch is Invyte's pre-interview candidate intelligence engine. It builds a structured, explainable understanding of every applicant — from professional experience and publicly available evidence — before the first interview. So you make faster decisions, route smarter, and invest interview time with confidence.

ARAva ReyesApplicant · Sr. ML EngineerPre-interview brief
Professional experiencecareer · skills · domainsAnalyzed
Professional footprintGitHub · publications · OSSCorrelated
Evidence correlationconsistency · credibilityValidated
Recommended next stepInvite to Pitch Room

Go beyond the resume

A resume tells only part of the story. UMatch brings together multiple sources of professional evidence to understand not just what candidates claim — but the depth, consistency, and credibility behind it.

Professional experience

Structured information from the application itself.

  • Career progression
  • Skills & technologies
  • Roles & responsibilities
  • Project experience
  • Education & certifications
  • Domain & leadership experience

Professional footprint

Public signals, where available and permitted.

  • GitHub repos & contributions
  • Personal sites & portfolios
  • LinkedIn & endorsements
  • Technical blogs & publications
  • Open-source & communities
  • Speaking & thought leadership

Evidence correlation

Signals cross-checked, not read in isolation.

  • Validate stated experience
  • Identify consistency
  • Surface additional expertise
  • Flag gaps to explore
  • Build a richer picture
  • A complete view, not a resume

Multi-dimensional candidate intelligence

UMatch evaluates candidates across dozens of capability dimensions — every insight backed by supporting evidence recruiters and hiring managers can review.

Experience relevanceTechnical depthDomain expertiseCareer progressionAI fluency & readinessLeadership indicatorsPortfolio qualityProfessional credibilityCommunity recognitionSkill validationLearning agilityConsistency across sources

No black-box decisions. No unexplained rankings. Just transparent hiring intelligence.

Route every candidate intelligently

Not every candidate should follow the same process. UMatch recommends the most appropriate next step based on the strength and completeness of the available evidence — within one consistent framework.

Fast-track to hiring managers
Invite directly to a Pitch Room
Route to targeted assessments
Standard interview workflows
Reviewed by recruiters first
Held for additional evaluation

Better signals. Better decisions.

By building a comprehensive candidate profile before interviews begin, UMatch helps organizations move faster without lowering the bar. Human reviewers stay in control; AI accelerates the analysis.

  • Prioritize the strongest candidates faster
  • Reduce manual resume review
  • Improve recruiter productivity
  • Increase interview quality
  • Surface hidden talent
  • Create more consistent hiring decisions

UMatch Lite

From application to Pitch Room — in seconds

Great candidates shouldn't wait days to demonstrate their abilities. UMatch Lite lets applicants move directly from submitting an application into a Pitch Room — without leaving the application screen.

Applysubmit application
Enter Pitch Roomno screen change
Stand outshow work & evidence
For employers

Richer insight, sooner

Capture richer candidate insight before the first recruiter conversation — while interest and engagement are at their highest.

For candidates

An immediate stage

An immediate opportunity to introduce themselves, explain past work, and stand out beyond the resume — no waiting.

Replace waiting with opportunity

Traditional hiring asks candidates to apply and wait. UMatch Lite lets applicants who want to strengthen their application immediately demonstrate their skills, communication, and experience — consistently improving engagement and retention among high-quality applicants, and helping teams identify exceptional talent earlier.

Built for enterprise hiring

UMatch and UMatch Lite are designed for organizations that require fairness, transparency, and consistency — standardized criteria and structured evidence, not subjective impressions alone.

Consistent

Standardized criteria

Every applicant evaluated with the same structured framework and evidence — fairness built into the process.

Human-in-the-loop

People stay in control

Human reviewers remain in control throughout. AI organizes information, surfaces insights, and recommends the right workflow.

Transparent

Evidence, not impressions

Every insight traces to supporting evidence — explainable, reviewable, and audit-friendly by default.

One intelligence layer. Smarter hiring.

UMatch creates the intelligence foundation for every downstream workflow. By combining resumes, professional history, public evidence, and verified signals into one explainable profile, organizations route candidates more intelligently, interview more efficiently, and decide with greater confidence.

Know more before you interview

See how UMatch builds a structured, explainable understanding of every applicant — so your team interviews better, routes smarter, and hires with confidence.