Case study 03 / Recruitment operations
Turning high-volume CV review into a five-second workflow
How bulk document processing, structured evidence, explainable scoring, and collaboration were shaped into a faster hiring workflow without removing human judgment.
The system reduces repetitive review work while keeping the hiring decision traceable and in human hands.
01 / Challenge
More candidates create less time for consistent review
Recruiters often compare hundreds of unstructured CVs under time pressure. Speed matters, but an opaque recommendation is not enough: hiring teams still need evidence, comparable criteria, interview context, and accountability for the final decision.
02 / System response
Accelerate the evidence layer
Oktelo Copilot structures each candidate against the role, produces a transparent 0–100 fit score, highlights strengths and risks, and generates personalised interview questions. Bulk ingestion and team tools place that analysis inside the actual recruitment process.
- 01Accept bulk PDF, DOCX, and ZIP uploads for hundreds of candidates
- 02Pair every score with strengths, weaknesses, and role-specific evidence
- 03Generate interview questions from gaps and uncertainties in the application
- 04Provide a comparison matrix instead of isolated candidate summaries
- 05Build GDPR workflows, private storage, exports, analytics, and audit logs into the product
03 / Result
Five-second analysis with a human decision at the end
Published product signals report 87% less time per evaluation, more than 5,000 CVs evaluated weekly, and a five-second single-candidate analysis. The product accelerates preparation and comparison while leaving the hiring decision with the team.