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People & HRSolution blueprint

Candidate Screening Assistant

Organizes candidate evidence against job-related criteria for recruiter review.

Primary users

  • Recruiters
  • Hiring managers
  • Talent operations

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

How the solution works

01

Parse candidate-provided materials

02

Map evidence to published job criteria

03

Highlight missing information

04

Present a review summary without automatic rejection

Integration scope

Systems this may connect to

Applicant tracking systemJob descriptionsInterview scorecardsScheduling

Specific vendors, APIs, permissions, data contracts, and rate limits are confirmed before implementation.

Delivery

What an implementation includes

1

Discovery and workflow map

Users, current process, data sources, decision boundaries, exceptions, and measurable success criteria.

2

Solution design

Architecture, model and retrieval choices, interfaces, integrations, permissions, and human review points.

3

Configured implementation

The agreed application experience, automation logic, prompts, data flows, and operational controls.

4

Validation and handover

Representative testing, deployment documentation, administrator guidance, and prioritized improvement backlog.

Scope this solution

Adapt Candidate Screening Assistant to your process and systems.

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.