PROJECT CONCEPT · Concept architecture
Recruitment Screening Workflow
A factual resume preparation workflow that supports recruiter review without autonomous rejection.
Concept architecture — the diagrams are illustrative. A live integration, demo video, repository, client engagement, and measured outcomes have not been supplied for this concept.
THE PROBLEM
Where the work gets stuck.
Recruiters spend time transcribing resumes and assembling candidate records before they can evaluate an application.
THE PROPOSED SOLUTION
A connected way forward.
The workflow extracts source-backed experience and stated skills into a reviewable profile, identifies missing information, and creates a recruiter task. People retain screening and hiring decisions; any selection logic requires fairness and legal review.
ILLUSTRATIVE DESIGN
Solution architecture.
- 01Approved candidate submission
- 02Resume extraction
- 03Fact and completeness validation
- 04Recruiter review
- 05Applicant tracking system
- 06Scheduling workflow
Human oversight, access controls, and operational monitoring span every stage.
HOW IT COULD WORK
Workflow steps.
- 01Confirm the permitted processing purpose
- 02Extract factual information and source references
- 03Flag missing or ambiguous fields
- 04Create a recruiter review task
- 05Record the recruiter's decision
- 06Coordinate the authorized next step
Human oversight, access controls, and operational monitoring span every stage.
RESILIENCE
Plan for exceptions.
- Route unreadable documents for manual handling
- Mark uncertain facts instead of inventing them
- Prevent duplicated candidate records and scheduling actions
SECURITY
Keep the boundaries clear.
- Avoid inferring protected characteristics
- Define access and candidate retention rules
- Require human screening decisions
- Review employment and privacy obligations before use
YOUR NEXT STEP
Have a similar process in mind?
Share your workflow, systems, and constraints. We can discuss a scoped solution with clear acceptance criteria.