Data Preparation
Prepare, govern, and secure enterprise data for AI model training and deployment.
MFD LLM Studio is the domain LLM platform for the enterprise that closes the gap between foundation-model capability and production-grade deployment.
MFD LLM Studio delivers the domain LLM platform for the enterprise across six tightly integrated capabilities, each essential to moving a domain LLM from prototype to production-grade deployment.

Prepare, govern, and secure enterprise data for AI model training and deployment.
Adapt foundation models to domain-specific use cases with enterprise-grade governance.
Ground AI responses in trusted enterprise knowledge with advanced retrieval capabilities.
Continuously measure model accuracy, safety, and performance across the AI lifecycle.
Protect AI applications with built-in security, compliance, and policy enforcement controls.
OpenAI, Anthropic, AWS Bedrock, Azure OpenAI, Google Vertex, Hugging Face, vLLM, Triton, LangChain, LlamaIndex, MLflow and Weights and Biases. SSO with Okta, Azure AD and Ping.
MFD LLM Studio's domain LLM platform for the enterprise is purpose-built for three categories of enterprise AI deployment where domain adaptation, governance and production reliability are non-negotiable requirements.

Build AI assistants tailored to specific business functions such as underwriting, claims, legal review and clinical operations.

Automate complex operational processes with AI agents that can perform multi-step tasks across workflows.

Deploy AI with confidence using built-in governance, audit trails and compliance controls.




