Primary users
- Recruiters
- Hiring managers
- Talent operations
Organizes candidate evidence against job-related criteria for recruiter review.
Primary users
Intended outcome
More consistent evidence organization while keeping hiring decisions human.
Success measures are selected during discovery and validated against available baseline data. This blueprint does not promise a universal performance result.
Operating workflow
Parse candidate-provided materials
Map evidence to published job criteria
Highlight missing information
Present a review summary without automatic rejection
Integration scope
Specific vendors, APIs, permissions, data contracts, and rate limits are confirmed before implementation.
Delivery
Users, current process, data sources, decision boundaries, exceptions, and measurable success criteria.
Architecture, model and retrieval choices, interfaces, integrations, permissions, and human review points.
The agreed application experience, automation logic, prompts, data flows, and operational controls.
Representative testing, deployment documentation, administrator guidance, and prioritized improvement backlog.
Scope this solution
Share the current workflow, users, data sources, decision boundaries, and systems that must connect. Surutech will propose a practical implementation scope without inventing capabilities or performance claims.