AI Model Card Drafter

WHAT IT DOES

AI Model Card Drafter transforms model documentation requirements into clear, structured model cards. Provide the model name, type, use case, training data, performance metrics, and deployment context. The AI agent synthesizes this information into a structured model card that includes: a model overview summarizing the model's purpose and capabilities, intended use cases describing where the model should be applied, performance evaluation results with key metrics, limitations and biases that users should be aware of, and operational considerations for deployment and maintenance. Whether you're documenting models for internal use, regulatory compliance, or external sharing, this tool delivers consistent, well-structured model cards in seconds—work that traditionally requires careful coordination between data science, security, and operations teams.

HOW TO USE

Using AI Model Card Drafter is straightforward within BotSurf. Open the app, paste your BotSurf API key once to authenticate, and you're ready to begin. In the input box, describe the model you need to document with these key elements: the model name and version (e.g., "Security Anomaly Detection v3.2"), the model type (e.g., "Isolation Forest"), the use case (e.g., "Detect unusual network traffic"), details about the training data (e.g., "18 months of network flow logs, 5M+ records"), performance metrics (e.g., "ROC-AUC 0.94, Precision 0.89"), and the deployment context (e.g., "AWS SageMaker, processing 200K events/min"). Press the run button and the agent returns a complete, structured model card you can use for documentation, compliance, or stakeholder communication. The interaction is conversational—refine details or provide additional context to adjust the model card content and recommendations.

WHAT IT SENDS

The agent sends exactly the text you type into the input box—nothing more, nothing less. No metadata, no hidden context, no background data collection. When you press the button, the plain text you entered is transmitted to the AI model for processing. The response is the generated model card. Usage logs record only the count of runs for billing purposes; they do not log, store, or retain the content of your queries or the model cards produced. Your model details and documentation information remain private and are not used for training or any other purpose.

SUBSCRIPTION

AI Model Card Drafter is available for $19.99 per month. Every subscription includes a 7-day free trial—no commitment, no upfront charge, cancel anytime during the trial at no cost. The plan provides 100 runs per month, which is sufficient for documenting multiple models, supporting compliance initiatives, or maintaining model inventories. Unused runs do not roll over. You can upgrade, downgrade, or cancel your subscription at any time from your BotSurf account settings. Payment is processed securely through BotSurf's standard billing system.

THE PANEL

The app runs in BotSurf's panel interface. Drag the panel to reposition it anywhere on screen, snap it to left or right side for split-view productivity, collapse it to a minimized icon when not in use, and press Escape to close it instantly. The panel remembers your preferred size and position across sessions.

PLEASE NOTE

AI-generated model cards are for informational and documentation purposes only. Performance evaluations, limitation assessments, and operational considerations should be validated against your organization's specific model validation practices, risk tolerance, and operational requirements. Always review and verify model card content with qualified data scientists, machine learning engineers, and security professionals. This tool does not provide professional data science consulting, model validation advice, or compliance certification. The organization remains solely responsible for its model documentation accuracy and governance practices.