Evidence matrix

Every candidate against every requirement

One grid, no scores. Each cell is a verdict backed by located evidence or a flagged gap — filter it, click any cell for the reasoning, and watch it update live as the AI verifies requirements in interviews.

10 of 10 requirements × 5 candidates

Requirement	AVAman1/6 must-have	NKNeha4/6 must-have	PSPriya5/6 must-have	RDRahul5/6 must-have	VRVikram0/6 must-have
REQ-01 Has at least 5 years of professional backend development experience
REQ-02 Demonstrates strong Java skills
REQ-03 Has production experience with Spring Boot
REQ-04 Can design and build REST APIs
REQ-05 Has PostgreSQL experience, including schema design and query optimisation
REQ-06 Has Docker experience
REQ-07nice Has used Kubernetes in production
REQ-08nice Has AWS experience
REQ-09nice Has experience with Kafka or another event-streaming platform
REQ-10nice Can build and maintain CI/CD pipelines

Legend

MetPartially metUnverifiedNo evidence foundlive — updates as the AI verifies requirements in interviews

This is deliberately not a leaderboard of match percentages. A single score hides the one thing a hiring team needs — which specific requirements are evidenced, which are only claimed, and which are missing. The matrix keeps all of it visible and traceable.