Do not discover a broken scenario in front of a client.

What gets tested before publishing

• Whether hidden information stays hidden

  Tests try to extract private facts without earning them and check that they do not leak into the learner brief, API responses or the counterpart behaviour.

• Whether the scenario can actually be completed

  Simulations look for unreachable success conditions, counterparts that never move and branches that end the conversation before the learner can do the work.

• Whether the rubric measures what it claims

  A criterion needs evidence in the conversation. If it cannot be scored from the transcript or scenario state, the test flags it before publication.

Simulated learners instead of one perfect happy path

Different behaviour profiles run the scenario: prepared, passive, pushy and rule-bending. You see where the AI counterpart breaks character, not only whether one ideal conversation happens to work.

Published versions stay measurable and repeatable

• Immutable version

  Once published, a learner practices against a specific scenario version. Later edits do not rewrite the history behind earlier results.

• Regression after a change

  Change a prompt, persona or criterion and run the same checks again, so fixing one behaviour does not quietly break another.

• Quality proof before delivery

  A training company can treat scenario validation as quality assurance for its own product instead of experimenting on the first paying cohort.

Product

• AI roleplaysMost practice bots agree with you after two messages. Here the other side has a role, a goal, a mood and things it will not say until you earn them. You speak or type, it answers like a person with its own agenda.
• Scenario builderThe scenario is the heart of every practice session: who the participant talks to, what that person knows, how they behave and how the conversation is scored. The builder helps you write all of it in plain language and checks it before anyone practices.
• Sell trainingYou do not have to move learners into a marketplace or hand over your checkout, pricing and client relationship. Build the training product here, sell it through your business and grant practice access after purchase.
• FeedbackGeneric AI feedback sounds helpful and changes nothing. This report is built from your transcript. Each criterion is tied to a quote and a moment, or it says clearly that there was no evidence.
• AnalyticsCompletion rates tell you that people practiced. Criteria trends tell you what they still struggle with. Both are in one view, for a single scenario, a whole program or a group of participants.
• APIEverything you can do in the dashboard for delivering practice is also available through a documented REST API. Your platform stays the place where users live. Practice runs in the background and results come back to you.
• EmbedTrainers and companies already have a course page, a member area or a learning platform. Practice fits into it. Pick the delivery method that matches how your learners arrive, and keep one source of results.