Virvell Launches Evidence Intelligence
Virvell has launched Evidence Intelligence, a new capability that maps every piece of candidate screening data back to specific job requirements with full source attribution across five independent data sources.
When a recruiter uploads a resume, the AI extracts factual claims and maps them against the job’s requirements. Where the resume is vague, the system generates probe areas that make the voice AI pre-screen more relevant to each candidate’s actual background. As references and background checks come in, the system cross-verifies everything against the resume’s original claims. The recruiter sees an evidence dashboard showing which requirements have corroborated data from multiple sources, which have partial evidence, and which have gaps.
Unlike AI hiring tools that score and rank candidates, Evidence Intelligence presents evidence without generating scores, rankings, or hiring recommendations — consistent with Virvell’s published AI Acceptable Use Policy.
“Most screening tools treat the resume as an input that gets uploaded and forgotten,” said Julien Gagnier, Founder & CEO of Virvell. “We treat it as a set of claims that need verification. Every downstream conversation either corroborates those claims or it doesn’t. The recruiter sees the evidence and decides.”
Evidence Intelligence is available now. Learn more.