Use case

Fair Hiring & Auditable Selection

Build a hiring process where criteria, evidence, AI recommendations, reviewer changes, and final decisions are visible.

  • Define role-related criteria before review
  • Use structured scorecards and evidence
  • Log recommendations, overrides, and approvals
  • Export audit-ready decision history
Fair Hiring & Auditable Selection reference page
Buyer workflow

Make fair hiring practices operational instead of aspirational.

Organizations that need consistent, explainable, and policy-aligned selection.

Criteriajob related
Evidenceselection support
Logsrecommendation history
Auditexport ready
Product surfaces

The Syndeo modules behind this use case.

Criteria setup

Set job-related evaluation rules up front.

Rubric scoring

Evaluate candidates against consistent criteria.

Recommendation logs

Track AI suggestions and human changes.

Compliance exports

Package decision history for review.

Flow

How it runs in practice.

The workflow stays public-safe, but each step maps to actual Syndeo surfaces like applications, candidates, assessments, portals, meetings, audit, and billing.

1
Define

Create criteria and compliance scaffolds.

2
Evaluate

Score candidates with evidence.

3
Review

Inspect recommendations and overrides.

4
Approve

Record the final decision owner.

5
Export

Generate an audit packet.

Related feature pages
compliance scaffoldingConnected Syndeo capabilityOpen page hiring recommendations logsConnected Syndeo capabilityOpen page custom scoring rubricsConnected Syndeo capabilityOpen page