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Oqoqo AI features are the AI roles that help you author work, score runs, and explain results. Open Organization settings → Oqoqo AI features. Assign a model to each role your organization needs. Oqoqo AI features page with the default model control.

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Roles

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Prerequisites

  1. Add a compatible provider under Organization settings → Model providers, or connect a supported personal Integration under Profile → Integrations. See Model providers.
  2. Assign a model to each role you plan to use.
  3. Connect your account under Profile → Integrations if a selected model uses a personal subscription.
  4. For Ask Oqo, authorize project access when prompted.
Supported personal Integrations can power Oqoqo AI features, including OpenAI (ChatGPT Subscription), Anthropic (Claude Subscription), and Nous Portal. Oqoqo checks the initiating person’s connection before it starts the work.

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Ask Oqo

Ask Oqo is the in-app assistant. It helps you inspect experiments, explain Matrix and Frictions, draft small plans, and find the right dashboard screen. See the full guide: Ask Oqo.

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Rubric generation

On a task rubric, choose Generate or Regenerate to draft pass or fail requirements from the task instructions. Review every draft. Edit the requirements until they match what “done” means for your product. Rubric generation does not save until you accept the draft. See Tasks and rubrics.

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Run evals

Run evals use a judge model to mark each rubric requirement pass or fail and explain why.
  • Turn Evals on at launch
  • Or trigger / re-trigger Evals later on saved recorded work
Evals are judge-based. They are not a separate deterministic checker. See Evals and Insights.

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Run insights and Experiment insights

Insights analyze traces and output.
  • Run insights finds frictions in each run
  • Experiment insights combines those findings into one experiment read
Turn Insights on at launch, or trigger them later. Findings appear on the experiment Frictions tab. See Frictions.

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Launch overrides

At launch, you can confirm or override the models used for Run evals and Insights for that experiment. Organization defaults remain the baseline for Ask Oqo and Rubric generation.

Ask Oqo

Use the in-app assistant.

Evals and Insights

How scoring and friction analysis work.

Model providers

Connect the models these roles use.

Billing

Runs cover platform work. Model inference is separate.