Overall Match Intelligence
An overall view of candidate alignment with the role.
CANDIDATE INTELLIGENCE
Go beyond a match score. Understand why.
Avric.ai evaluates candidate information against the requirements of a specific role and surfaces structured evidence, strengths, gaps and context — so recruiters can make better-informed decisions.
PRODUCT FLOW
Core capabilityJOB REQUIREMENTSRole requirements and evaluation context
AI ANALYSISResume is parsed and candidate information is evaluated against the role requirements
CANDIDATE EVIDENCEResume evidence, strengths, gaps and requirement coverage
SCORE & REASONINGWhy This Score, evidence vs inference and areas to validate
RECRUITER DECISIONScreening questions, next steps and candidate comparison
01 — WHY IT MATTERS
A score tells you how much. Intelligence helps explain why.
A single match score can rank a candidate, but it cannot defend a decision. Recruiters need the context behind candidate fit — demonstrated skills, experience alignment, gaps and the evidence supporting the assessment. Candidate Intelligence adds that context to recruiter decision-making.
02 — HOW IT WORKS
From resume and requirements to a decision you can explain.
- 01
Resume + Job Requirements
Candidate information is evaluated against the requirements of a specific role — not a generic profile.
- 02
Structured Analysis
Avric.ai analyzes alignment across skills, experience, domain and role context.
- 03
Evidence & Context
Findings are organized into strengths, gaps and the evidence behind them.
- 04
Recruiter Decision Intelligence
You receive recruiter-ready insight designed to support your judgment.
- 05
Recommended Next Step
The analysis closes with practical guidance for how to move the candidate forward.
03 — THE OUTPUT
What recruiters actually receive.
Every analysis is delivered as structured, recruiter-ready intelligence — not a number with no explanation.
Required Skills Coverage
How candidate evidence aligns with important job requirements.
Experience Alignment
Context around relevant experience against the role.
Domain & Industry Relevance
Relevant domain or industry context, where evidenced.
Strengths
Areas of meaningful alignment with the role.
Gaps
Requirements that are missing, weak or not evidenced.
Evidence vs. Inference
What is directly supported by candidate data, and what is reasonable interpretation.
Screening Questions
Focused questions to investigate important gaps or uncertainties.
Recommended Next Step
Recruiter-oriented guidance based on the analysis.
Candidate Intelligence supports recruiter judgment. People make hiring decisions — Avric.ai helps them make better-informed ones.
04 — TRANSPARENCY
Know what's evidenced. Know what's inferred.
Candidate Intelligence helps recruiters distinguish information supported by candidate evidence from reasonable interpretation — so the basis behind every assessment is visible.
EVIDENCED
Information directly supported by the candidate's available profile and resume — demonstrated skills, stated experience and documented history.
INFERRED
Reasonable interpretation drawn from context — flagged so a recruiter can review and validate it rather than accept it as fact.
THE DIFFERENCE
More than resume matching.
Traditional resume matching can help surface alignment. Avric.ai goes further by giving recruiters the context behind the result — connecting requirements, evidence, strengths, gaps and recruiter-ready outputs in one candidate intelligence experience.
AVRIC.AI
Candidate Intelligence
TYPICAL
Resume Matching
MATCH SCORE
Yes
Common
WHY THE SCORE
Explained
Often limited
REQUIREMENT-LEVEL CONTEXT
Connected to candidate evidence
Varies
STRENGTHS & GAPS
Surfaced for recruiter review
Varies
EVIDENCE VS INFERENCE
Clearly distinguished
Often unclear
SCREENING QUESTIONS
Generated within the candidate workflow
Often separate
SUBMISSION CONTEXT
Recruiter-ready support
Often manual or separate
CONNECTED RECRUITING WORKFLOW
Connected
Often separate
MATCH SCORE
YesAVRIC.AI
CommonTYPICAL
WHY THE SCORE
ExplainedAVRIC.AI
Often limitedTYPICAL
REQUIREMENT-LEVEL CONTEXT
Connected to candidate evidenceAVRIC.AI
VariesTYPICAL
STRENGTHS & GAPS
Surfaced for recruiter reviewAVRIC.AI
VariesTYPICAL
EVIDENCE VS INFERENCE
Clearly distinguishedAVRIC.AI
Often unclearTYPICAL
SCREENING QUESTIONS
Generated within the candidate workflowAVRIC.AI
Often separateTYPICAL
SUBMISSION CONTEXT
Recruiter-ready supportAVRIC.AI
Often manual or separateTYPICAL
CONNECTED RECRUITING WORKFLOW
ConnectedAVRIC.AI
Often separateTYPICAL
05 — WHY THIS SCORE
Don't just see the result. See what shaped it.
Recruiters can understand the factors contributing to a candidate assessment — so a recommendation never has to be taken on faith.
- Requirement coverage
- Strengths
- Gaps
- Relevant experience
- Evidence
- Areas requiring further validation
06 — IN PRACTICE
Intelligence that ends in an action.
Candidate Intelligence is not a report that sits in a folder. It supports what the recruiter does next.
- Understand
- Review
- Validate
- Move Forward
- Review candidate fit
- Investigate gaps
- Use focused screening questions
- Prepare recruiter and client context
- Continue the recruiting workflow
07 — CONNECTED PLATFORM
Candidate Intelligence at the center of a connected platform.
The intelligence behind every candidate decision stays connected to the rest of your recruiting work in Avric.ai.
GET STARTED
Better candidate decisions start with better intelligence.
Bring structured evidence, context and recruiter-ready insight into every candidate decision with Avric.ai.