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Learn → Practice → Validate

Learn. Practice. Validate.Building the Future of AI Quality and Assurance.

A complete AI assurance ecosystem for professionals and enterprises — combining education, hands-on practice, enterprise AI evaluation, governance, and consulting.

The AiQualTest ecosystem

Learn → Practice → Validate

Build knowledge, apply it in realistic environments, and operationalize assurance across enterprise AI systems.

  1. 01Learn

    AiVELabs

    The AI Assurance Academy for Quality, Governance, Evaluation and Safety

    Build foundational and advanced expertise in AI quality, governance, evaluation, safety, and responsible AI practices.

    • AI Quality Engineering
    • AI Governance
    • AI Evaluation
    • AI Safety
    • Standards-based practices
    Explore AiVELabs
  2. 02Learn AI Assurance

    learn.aiqualtest.com

    Hands-on AI assurance learning

    Continue AI assurance education and labs on the learning host — separate from AiQT Labs Cloud SaaS on app.aiqualtest.com.

    • Hands-on labs
    • Real-world scenarios
    • Certification preparation
    • Practical AI assurance skills
    Learn AI Assurance
  3. 03Validate

    AiQT Labs Cloud & Enterprise

    Enterprise AI assurance in operation

    Subscribe to Cloud SaaS, deploy On-Prem, or integrate via partner APIs — product workflows run on app.aiqualtest.com.

    • AI evaluation
    • Governance workflows
    • Standards mapping
    • Certification readiness
    • Audit evidence
    • CI/CD integration
    • On-prem deployment
    Subscribe Cloud

AiQualTest Consulting

Experts helping enterprises implement AI quality and governance practices

Combine strategy, engineering, and standards expertise to turn AI assurance goals into operating capabilities.

  • AI Quality Engineering
  • AI Testing Strategy
  • AI Governance Implementation
  • AI Evaluation Frameworks
  • Quality Engineering Transformation
  • Automation Strategy
  • Standards Alignment

Standards alignment

Built Around Recognized AI Quality and Governance Frameworks

Our learning programs, consulting services, and AiQT Labs platform help organizations align AI practices with leading standards and frameworks.

AI Governance & Responsible AI

NIST AI Risk Management Framework (AI RMF)

ISO/IEC 42001 (AI Management Systems)

ISO/IEC 23894 (AI Risk Management)

EU AI Act (where applicable)

Software Quality & Testing

ISO/IEC/IEEE 29119 (Software Testing)

ISO/IEC 25010 (Software Product Quality)

ISTQB best practices

IEEE software engineering guidance

Security & Privacy

OWASP Top 10

OWASP Top 10 for LLM Applications

OWASP ASVS

OWASP SAMM

References indicate alignment and implementation support. They do not state or imply certification, accreditation, approval, or endorsement by any standards organization.

Architecture

Built for operators, auditors, and release pipelines

From users to the audit ledger—with CI/CD, GitOps, CLI, and REST as first-class interfaces.

  1. Users
  2. Web UI
  3. API Layer
  4. Evaluation Engine
  5. Policy Engine
  6. Evidence Engine
  7. Audit Ledger

Also connected

  • CI/CD
  • GitOps
  • CLI
  • REST API

Product

What teams see in AiQT Labs

Dashboards, evaluations, certifications, evidence, policy mapping, and platform operations.

AiQT Labs · Operations Dashboard

Health

Ready

License

Enterprise

Last cert

PASS 94%

Jobs

3 running

Platform health, license, certifications, and jobs at a glance.
AiQT Labs · Evaluation Results

Quality

91.4

Reliability

88.2

Risk

Low

Gate

Pass

Quality, reliability, and risk scores with scenario drill-down.
AiQT Labs · Certification Report

Result

PASS

Score

92

Evidence

Attached

Auditor

Ready

Customer acceptance and production certification summaries.
AiQT Labs · Evidence Bundle

Bundle

aiqt-evidence-…

SHA-256

Verified

Policies

12 mapped

Standards

NIST · ISO

Signed artifacts, checksums, and audit-chain references.
AiQT Labs · Policy Mapping

NIST AI RMF

Mapped

ISO 42001

Mapped

EU AI Act

In progress

HITL

Required

Standards controls mapped to enforceable policy-as-code.
AiQT Labs · Platform Operations

Backup

OK

Upgrade

Ready

Events

148

Support

Bundle

Backup, upgrade, pipeline events, and support diagnostics.

Deploy anywhere

Cloud, private cloud, on-prem, and air-gapped

Docker, Kubernetes, OpenShift—with Ollama, OpenAI, or Azure OpenAI as the model layer you choose.

Ready for an enterprise pilot?

See how AiQT Labs evaluates AI applications, enforces governance, and produces audit-ready evidence in your environment.