Candidates
DraftIQ analytics

Logan Patel

demo-ranker-v1 · Demo calibration only; feature impacts are synthetic and for UI explainability.

DraftIQ score

91%

Feature sub-scores
Synthetic explainability signals generated from seeded profile data
Experience fit67
Industry alignment83
Communication signal85
Velocity proxy67
Tenure stability81
Risk penalty12
Driver impacts
Ordered by absolute contribution magnitude
FeatureDirectionImpact
Industry alignmentpositive9.33
Communication signalpositive7.11
Tenure stabilitypositive6.34
Experience fitpositive3.75
Velocity proxypositive2.75
Risk penaltypositive2.00
Application context
HVAC Comfort Advisor
SCREENING
Strengths

• Experience runway is improving; profile shows coachable fundamentals.

• Industry alignment (83/100) matches home-services motion.

• Velocity is acceptable but may need tighter daily cadence and activity QA.

• Communication signal (85/100) supports high trust conversion.

Weaknesses

• Risk profile is controlled; maintain monitoring during interview progression.

• Tenure profile is stable enough for current hiring benchmark.

• Score is healthy; continue validating through structured interview rubric.

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