H
HELIOSService Catalog
S278AI Assurance

Bias and Fairness Audit (Policy and Outputs)

Audit for biased framing; propose neutral rewrites; ensure sovereignty-respecting language.

Service Scan Rail

Use When

Strategic PlanningCompliance

Primary Outputs

  • Bias audit + rewrites + compliance notes

Time to Run

15-30minutes

Quick turnaround service

Inputs Required

Minimum1 fields
Ideal1 fields

Input types: audit, rag, assurance

Dream Team

  • P4Domain Lead
  • P3Subject Expert
  • P2Research Analyst

Risk Level

Medium

Standard review process

Compliance Gates

ARCS Module
ARCF Validation
Data Provenance
Ethics Review
Overall StatusCompliant

Expected Output

Bias audit + rewrites + compliance notes.

Required Inputs

SPStrategic Priority

The primary strategic objective or question to address

Quick Selector

Use this template to quickly invoke the service:

SERVICE: S278
SERVICE_NAME: Bias and Fairness Audit (Policy and Outputs)
REQUIRED_INPUTS: SP
RUN WITH:
SP: {{SP}}
RS: {{RS}}
DL: {{DL}}  (optional)
OP: {{OP}}  (optional)
RUN

Domain Information

AI Assurance

AI governance, retrieval-augmented generation quality, audit trails, and compliance frameworks.

View all services in this domain

Quick Actions

Related Services

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RAG Evidence Coverage Auditor

Audit whether outputs are evidence-backed; list unsupported claims; propose retrieval queries to close gaps.

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Contradiction Resolver (Cross-Source)

Identify contradictions; resolve by evidence weighting and recency; if unresolved, mark UNKNOWN with next steps.

S273

"No-Source, No-Claim" Enforcement Protocol

Rewrite outputs to enforce strict citation; remove or label any unsupported assertions.