Dataiku LLM Guard Services

As Generative AI initiatives multiply across your organization, establish guardrails with Dataiku LLM Guard Services. Control costs, maintain quality, and reduce operational risks — all within Dataiku’s single, powerful platform.

Monitor Costs at Scale

As organizations multiply their Generative AI use cases, leaders are trying to get a handle on the question, “How much will it all cost?”

With Cost Guard, IT teams can analyze up-to-the-minute data on costs and LLM usage across all teams. Prebuilt dashboards provide detailed reports by use case, user, or project, and a fully auditable log of LLM usage allows for precise cost tracking and internal re-billing.

DIVE DEEPER INTO COST GUARD

screenshots of Dataiku product cost monitoring dashboards as part of Dataiku LLM Guard Services and Cost Guard products

Dataiku’s innovation in Generative AI cost monitoring is pivotal, meeting a crucial market demand.

Ritu Jyoti

Group VP, AI and Automation Research at IDC (source)

screenshot from Dataiku product LLM Guard Services Safe Guard showing options for guardrails on GenAI applications

Reduce Operational Risk & Protect Data Privacy

Built-in usage controls help you maintain data security, ensure reputational integrity, and avoid unintended harm from AI apps.

Safe Guard evaluates requests and responses for sensitive information or malicious acts, whether that’s personally identifiable information (PII), toxic content, forbidden terms, or attempts at prompt injection. It can then take appropriate action, such as redacting sensitive information before sending the request to the LLM, blocking the request entirely, and/or alerting an admin.

LEARN MORE ABOUT PROTECTING SENSITIVE DATA

Measure What Matters With LLM Evaluation Metrics

Ensure high quality from proof of concept (POC) to production with standardized tooling and automated LLMOps for LLM evaluation and monitoring.

Dataiku Quality Guard provides GenAI-specific quality metrics and side-by-side comparisons of model results to ensure you deploy the highest performing AI system.

screenshots of Dataiku product showing LLM Evaluation recipe as part of LLM Guard Services and Quality Guard

woman standing in front of people in a meeting showing Dataiku response caching on the screen

Bonus: Cache Responses for Additional Cost Savings

Cost monitoring is important, but reducing costs wherever possible is also crucial.

The Dataiku LLM Mesh provides the option to cache responses to common queries. That means no need to regenerate responses, offering both cost savings and a performance boost. If self-hosting, you also have the power to cache local Hugging Face models to reduce the cost to your storage infrastructure.

Cost savings are automatically visualized in Cost Guard dashboards, so you can refine and reinforce your caching strategies.

EXPLORE THE DATAIKU LLM MESH

LEARN MORE ABOUT THE LLM MESH