Role criteria defined
Recruiters document job-related requirements, acceptable evidence, and excluded sensitive attributes.
AI solution / Organise job-related evidence for recruiter review
AI Resume Screening Support
Recruiters spend time opening resumes, normalising work history, and checking required application information. Automated ranking can be inappropriate when criteria are opaque, biased, or detached from the actual role.
Designed for: Recruitment teams organising large applicant volumes under a controlled and fair process.
Discuss this workflow01 / Practical opportunities
Where AI can remove operational friction
01
Extract job-related evidence into a consistent review format
02
Check required application fields and documents
03
Highlight where evidence is missing rather than guessing
04
Coordinate recruiter ownership and interview scheduling
02 / Example workflow
A system people can inspect and control
Application structured
Resume and form information is mapped to a consistent, source-linked view.
Recruiter reviews
A person examines evidence and context rather than an opaque automated score.
Process continues
Approved candidates move into communication and scheduling workflows.
03 / Suitable use cases
Useful, bounded applications
Resume parsing
Structure employment, education, skills, and dates with source links.
Completeness check
Flag missing role-specific administrative information.
Recruiter brief
Summarise job-related evidence without inferring protected traits.
Interview coordination
Schedule approved applicants across panel calendars.
04 / Connected systems
Relevant integrations
Applicant tracking systemHRISDocument storageEmailCalendarVideo meeting platform
Data and human review
Exclude protected and irrelevant attributes, control recruiter access, minimise retention, and obtain appropriate employment-law and fairness review.
Recruiters and hiring managers make all screening, interview, selection, offer, and rejection decisions.
05 / Fit and limits
Know where the system stops.
Do not use opaque AI scores or sensitive proxies to reject candidates. Extracted information can be incomplete or wrong and must remain linked to the source.
Recommended services
06 / Questions
What teams ask first
Can AI reject applicants?
That is not the intended design. It should organise job-related evidence for accountable recruiter review.
Can protected attributes be excluded?
The workflow should deliberately exclude them, though qualified legal and fairness review is still needed.
Related operational contexts
Plan the right AI workflow
Bring us the current process, systems, constraints, and desired human checkpoints. We will help define a practical next step.
Book an AI consultation