AI skills, demonstrated
Know when AI is involved.
Learn where AI appears, how its output is labelled, and where humans make decisions.
This label identifies AI-generated feedback or responses. It describes the source of the content; it is not a guarantee that the content is correct.
Tutor responses
You are interacting with AI when using the embedded tutor. Its responses carry an AI label and are designed to support learning through hints and questions.
Practice feedback
AI-generated feedback is labelled and can include criterion levels and a concrete next step. Deterministic scenario feedback is rule-based and does not receive an AI-generated label.
Assessment recommendations
AI-assisted scoring produces recommended criterion levels and cited evidence. A human Certification Decision Maker makes the credential decision.
Human review and your judgment
AI can make errors. Check its statements against the task's source material and use your own judgment. Course content passes human editorial review before publication.
The course tutor is unavailable during graded assessments. The assessment workspace provides its own restricted assistant under the assessment's AI-use rules.
You can inspect the evidence and request a human appeal of an adverse assessment decision. Learn about the human decision model.
What information AI features use
Certavant's backend sends the relevant prompt, lesson context, conversation, or submitted work to the provider selected for that feature. Providers can include Anthropic, OpenRouter, and the configured NUX endpoint.
Grading configurations are versioned so decisions can be reviewed and explained.
See data handling and service providers