Generative AI for the enterprise: fast, safe, and economical

Make generative AI work for you: Accelerate and transform

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Generative AI: Not the same AI

Generative AI is everywhere and transforming organizations. Data science and ML teams need new skills and easy access to cutting-edge tools. Generative AI operates at an extreme scale and high cost. It introduces unprecedented risks. And organizations must demonstrate ROI.

Expert strategies for adopting generative AI

“Generative AI — it’s not just a point solution — it is something that is going to fundamentally transform and rewire companies and industries.”

Christian W. Mitchell

EVP, Chief Customer Officer, Northwestern Mutual Insurance

Domino for generative AI

Domino provides versatile, enterprise-grade tools for building and productizing Generative AI — wherever you are in your AI journey.

Prompt engineering

Use any generative AI service securely. Create standalone applications or integrate your ‘traditional’ models with the best out-of-the box LLMs and beyond.

Model fine-tuning

Privately train and fine-tune the best commercial and open source models with your proprietary data - on-prem, cloud, or in hybrid environments.

Build and host your own model

Create bespoke generative models with your data, and manage the lifecycle end-to-end with complete governance and cost controls.

Supercharge prompts with your data

  • Instantly connect to any new generative AI service.
  • Integrate, enhance, and reuse existing models with generative AI service prompts.
  • Securely assemble corporate data into searchable vector databases.
  • Use Retrieval Augmented Generation (RAG) and embed vector data to enhance prompts.
  • Automate updates to vector embeddings with Domino jobs.
  • Boost productivity with generative code assistants like GitHub Copilot or Jupyter AI
  • Build apps with Domino’s App framework and model APIs.

Fine-tune models to your specific task

  • Easily discover curated foundation models in Domino’s AI Hub or pick your own.
  • Access scalable compute clusters like Ray, Dask, MPI and Spark with a single click.
  • Jumpstart your work with pre-built projects for use cases such as chatbots, assistants and more.
  • Automate hyperparameter tuning with built-in RayTune integration.

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Build and host custom generative AI models

  • Pre-Train Generative AI models from the ground up and maintain control over data quality and lineage.
  • Spin up a complete Generative AI and Large Language Model development environment — including tools like LangChain, popular frameworks, vector databases and GPUs — with a few clicks.
  • Design your own model architecture to build NLP, computer vision, audio, or multimodal models and applications.
  • Build an interactive web application using Domino’s App serving constructs which support frameworks like Streamlit and Flask.
  • Easily add custom parameters/guardrails to ensure responsible deployment of Generative AI models and applications.
  • Host and share your generative models with other apps as Model APIs

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Generative AI done responsibly

Develop generative AI with confidence — complete model governance framework

  • Centralized model registry with complete lineage tracking and auditability with automated model cards.
  • Review and approval workflows to ensure models are accurate, fair and compliant.
  • Model staging facilitates detailed approval workflow with automated model deployment across environments and Nexus data planes.
  • Download our whitepaper on responsible generative AI now!

Generative AI done economically

Monitor costs and avoid unwelcome surprises

  • Control compute and storage costs with Domino Cost Center. Get comprehensive cost analysis, spend tracking and controlling, project allocations and budgeting, and billing alerts.
  • Reduce spend using container cost optimization, intelligent workspace sizing, data storage limits, auto-shutdown, and auto-scaling.
  • Bend the Generative AI cost curve as you scale with operational savings, efficiencies, and productivity gains.
  • Learn more about cost management in Domino.
  • Watch Smarter Savings on Generative AI: Cut Costs, Not Innovation - Domino's webinar with NVIDIA and CapGemini.

Executive resources

See for yourself how Domino can help you harness the power of GenAI at scale.

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