Human AI validation for government and public sector deployments.
When government AI makes decisions about citizens — benefits, public safety, document processing — getting it wrong carries consequences that go beyond a business loss. We help produce the independent evidence your risk team builds on.
Key regulations and frameworks include: EU AI Act · NIST AI RMF (USA) · UK Algorithmic Transparency Recording Standard · Australia's AI Ethics Principles
The Compliance Challenge:
Government AI deployments — benefits processing, document classification, public safety tools — are increasingly subject to formal procurement requirements for AI assurance evidence. Regulators and procurement bodies across the UK, EU, US, and Australia are now asking for evidence, not just assurances. Independent validation is becoming a requirement to win and keep government contracts.
How Adrosaga Helps
- Bias and demographic parity testing across protected characteristics (age, gender, ethnicity, disability).
- Multilingual and accessibility scenario testing for citizen-facing AI.
- Documented methodology your procurement and legal teams can include in tender responses.
- Structured evidence for algorithmic accountability disclosures and public interest reporting.
- Internal government and public sector staff evaluation for citizen-facing AI — where security classification, data sovereignty requirements, or procurement policy restrict external evaluator access.
- Independent validation — no AI builder ownership, no conflict of interest.
Regulations and frameworks relevant to Government AI
Citizen-facing AI must meet requirements across regulations and frameworks including:
- EU AI Act Annex III
- NIST AI RMF (USA)
- UK Algorithmic Transparency Recording Standard
- AI Verify (Singapore)
- Australia's AI Ethics Principles
Each has its own documentation, transparency, and audit trail expectations.
Regulation Library Coming Soon
What practitioners in Government & Public Sector are reading.
The latest regulatory developments, practitioner commentary, and industry analysis on AI deployment risk in public sector deployments.
The evidence your compliance team builds on.
Every validation run produces a structured data export — objective, demographic assignment, and findings — delivered as CSV/JSON. Your compliance team maps it to their framework.
We give your team the independent evidence.
Turn AI deployment risk into defensible AI evidence.
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Yes. Adrosaga supports global testing by country, language, dialect and fluency, with the platform translated into more than 100 languages.
Yes. Adrosaga's tests compare how different demographic groups experience the same AI system.
Adrosaga's planned Regulation Library will help identify potentially relevant requirements; clients should confirm obligations with appropriate advisers.
Yes. Adrosaga tests against both external and internal requirements and captures the evidence; certifying compliance is up to you or your consultant.
Yes. Adrosaga can test the full AI-to-human escalation journey.