Agent
Norma generates and runs adversarial scenarios at a scale no human team would attempt by hand: biased output, confident nonsense, agents pushed outside their scope, and drift between versions. Every run is recorded.
Introducing
by Ethics Code
The agent, the framework and the service to red team your AI.
Norma tests your AI systems for bias, blind spots and bad habits before they shape a decision.
Design partner spots are limited each quarter.
Name the standard. Put the agent in your environment. Add a person who signs the conclusion.
Assessed against
The work starts by naming the measure. One framework, or more than one. The criteria have to fit how the system is used.
The direction of travel for high-risk systems in Europe.
A governance reference you can defend ahead of a mandate.
The management-system standard for AI.
Bias-audit obligations for automated employment decisions.
Your own criteria, when a published standard does not fit.
Agents in your ecosystem
The agent joins through the interface you expose. Access is the level you grant. Every run is recorded.
Observes the system and keeps the evidence. Nothing is written back.
Flags bias, drift, and behavior that leaves the baseline.
Can take the action you authorize when a run leaves the agreed scope.
Human in the loop
The third level adds the service. A named reviewer reads the findings and signs. On the cadence you set, the agent runs the assessment again so that signature stays current.
A reviewer signs every conclusion. An automated report stays an opinion.
The same audit is run again on a set cadence, or when the model, vendor, or data changes.
Our reviewers join the engagement. The agent does the volume. The name on the conclusion stays a person.
Agent
Norma generates and runs adversarial scenarios at a scale no human team would attempt by hand: biased output, confident nonsense, agents pushed outside their scope, and drift between versions. Every run is recorded.
Service
A subject matter expert reviews the findings and signs the conclusion. Their name goes on the assessment. An automated report is an opinion. A signed conclusion is evidence.
Framework
The framework turns those runs into a credibility case someone can read a year later.
What the system is for, and what it is not for.
How much the model influences a decision, and how serious the consequence is.
What will be tested, against which criteria, and why those criteria fit the tier.
Protocols run, with the evidence retained.
What failed, what was remediated, what remains.
Fit for the stated context of use, or not.
What is monitored after go-live, and what triggers a reassessment.
One versioned document that answers how you know this AI is fit for the use you are putting it to.
Every model version, prompt, run, and reviewer decision, timestamped and exportable.
Models drift. Vendors update. Data moves. Re-testing against your baseline, with alerts when behavior changes enough to matter.
The risk is the decision the system can shape.
Protocol deviation, adverse events, medical coding, site monitoring.
Testing produces the traceable record GxP already expects.
Credit support, fraud and AML triage, agents with account access.
Independent validation is already expected. AI adds opacity, drift, and fairness.
Claims triage, underwriting assistance, fraud scoring.
Fairness scrutiny, and a duty to explain an adverse decision.
Eligibility, procurement, case priority, citizen-facing assistants.
The standard of evidence is public.
Was the action authorized, and can you show who approved it?
A different question than whether the answer was right.
Teams selling into the EU can cover that direction of travel on the scoping call.
One context of use to start. A single well-evidenced assessment beats a survey of everything you run.
Fixed fee. Context of use, risk tier, assessment plan, and a signed dossier.
Retainer. Re-test on a set cadence, and when the model, vendor, or data changes.
Design partners get the baseline at a reduced rate for working closely on the framework, and keep preferential terms afterward.
Become a design partnerAn Ethics Code product.