Built-in controls for managing costs, protecting sensitive data, and maintaining quality across every LLM and AI application.

Track LLM usage in real time, set budget limits by project, team, or provider, and automatically block queries when thresholds are reached, so there are no surprise invoices.
Automatically detect and handle personally identifiable information (PII), toxic content, and forbidden terms in LLM inputs and outputs before they cause compliance issues.
Measure LLM quality with standardized metrics and side-by-side model comparisons, so you always know which model is delivering the most accurate, consistent results for each use case.
Dataiku Cost Guard lets administrators define budget limits at the project, user group, or LLM provider level. When usage hits a threshold, Cost Guard alerts stakeholders or automatically blocks further queries for that project without affecting other teams. Prebuilt dashboards provide detailed cost reports by use case, user, and project, supporting internal cost allocation and re-billing.

Dataiku Safe Guard evaluates both LLM inputs and outputs for personally identifiable information (PII), toxic content, forbidden terms, and prompt injection attempts. When a risk is detected, Safe Guard can redact the information, block the request, or alert an administrator. Organizations get automated data privacy and compliance controls across every GenAI application.

Quality Guard provides GenAI-specific quality metrics and side-by-side comparisons of model results, giving teams a standardized, automated way to evaluate LLM performance from proof of concept through production.

Quality Guard provides GenAI-specific metrics and side-by-side model comparisons, so teams can evaluate which LLM delivers the highest performance for each use case before deploying to production.

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