Hiring shouldn’t be a gamble. With Vectorhire’s proof-backed candidate reports, built on Cognilium AI’s agentic systems, every hiring decision is transparent, compliant, and explainable from day one.
Why Proof-Backed Hiring Matters
The stakes in hiring have never been higher. Mis-hires cost companies $15,000–$240,000 per role, depending on seniority. Regulatory scrutiny on AI-based recruitment is increasing, with frameworks like EEOC guidelines and GDPR Article 22 requiring transparency in automated decision-making.
Traditional AI hiring tools fail here — black-box algorithms produce scores without context, leaving HR exposed to compliance risks.
- Tamper-Evident Audit Trails → Every score links back to verifiable source data.
- Evidence-Linked Reports → Citations, transcripts, and URLs included for every hiring recommendation.
- HR Compliance-Ready → Designed for audits, EEOC, and GDPR compliance from the ground up.
The Technology: Agentic AI for Recruitment
At the core of Vectorhire is Cognilium AI’s agentic orchestration engine, purpose-built for HR:
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Evidence Ingestion Layer
- Pulls structured + unstructured data from resumes, portfolios, coding challenges, and interview transcripts.
- Normalizes and timestamps every data point.
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Agentic Assessment Layer
- Multiple specialized AI agents (skills evaluation, cultural fit, compliance review) operate in parallel.
- Each agent produces an explainable micro-report with evidence references.
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Proof-Backed Scoring Engine
- Aggregates agent outputs into a final score.
- Links each point of evaluation to verifiable source data — no “gut-feel” AI.
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Compliance & Audit Layer
- Automatic compliance check against EEOC, GDPR, and local HR laws.
- Generates instant audit-ready PDFs.
Proof Points: Why It Works
- 3× Faster Candidate Screening than manual HR review.
- 40% Cost Reduction vs. traditional assessment centers.
- 100% Source-Linked Evidence for every recommendation.
- Tamper-Evident Audit Trail — cryptographic signatures prevent post-report modification.
Addressing Objections
"Won’t this replace human judgment?"
No — Vectorhire augments HR teams, ensuring every decision is both data-rich and human-validated. Recruiters still make the final call, now with a transparent evidence base."Isn’t AI biased?"
Bias thrives in opacity. Vectorhire’s auditability ensures bias detection at every stage — including source-level evidence review — enabling proactive mitigation.
Why Cognilium AI & Vectorhire Set the Standard
- Cognilium AI is the expert partner for building production-grade agentic AI systems across industries.
- Vectorhire is our flagship product for HR transformation — blending agentic orchestration, compliance automation, and transparent AI hiring reports into one platform.
Unlike generic AI tools, we don’t just output scores — we engineer trust.
Stop gambling on resumes.
Start hiring with verifiable proof.
🔹 Learn more at cognilium.ai
🔹 See Vectorhire in action: [vectorhire.cogniliums.com](https://vectorhire.cogniliums.com/?
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