Allegory of Norma: a figure measuring a fractured AI sphere with a carpenter’s square, the original tool of the standard.

AI Validation & Red Teaming Challenge your AI. Validate what matters.

AI systems can behave correctly in testing and still fail under unexpected, adversarial, or high-risk conditions. We challenge your AI before those failures reach real users, workflows, or decisions.

Why AI Validation & Red Teaming

Test AI systems, agents, and workflows against adversarial scenarios, policy requirements, and real-world risk before they affect critical decisions.

Traditional software testing verifies whether a system works as expected. AI validation goes further — examining how systems behave when inputs are ambiguous, manipulated, unexpected, or outside the conditions they were designed for.

Scenario testing
Adversarial
Documented findings
Evidence-Ready
Structured evaluations
Norma-Powered
Human validation
Expert-Reviewed

When to Choose This Model

Before Production

Validate AI systems and agents before exposing them to customers, employees, or critical workflows.

Governance & Compliance

Generate structured evidence for AI governance, security, compliance, and internal review processes.

Featured capability

High-Stakes Decisions

Test systems where incorrect or inconsistent behavior could create meaningful operational, financial, compliance, or human impact.

After Major Changes

Retest after model updates, prompt changes, new tools, integrations, permissions, or workflow modifications.

How It Works

  1. 01

    Define

    Identify the system, critical workflows, expected behaviors, policies, and risk boundaries.

  2. 02

    Challenge

    Generate and execute adversarial scenarios designed to expose weaknesses and unexpected behavior.

  3. 03

    Evaluate

    Assess results against defined criteria, risk signals, policy requirements, and expected outcomes.

  4. 04

    Document

    Deliver findings, supporting evidence, severity assessments, and remediation guidance.

Why Ethics Code

Structured adversarial testing, repeatable evaluation, and documented evidence — supported by Norma and reviewed by experienced specialists.

Your AI

  • Norma-Powered Testing
  • Evidence-Based Findings
  • Human Expert Review
  • Engineering-Aware Validation

Ready to validate your AI?

Challenge your AI systems before real users do, with adversarial testing and documented evidence you can act on.

Validate Your AI