Generative AI for the Enterprise: Fast, Safe, and Economical

Make Generative AI Work for You: Accelerate and Transform

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

VIDEO

Achieving Competitive Advantage with Generative AI

Goldman Sachs CTO Marco Argenti talks about Generative AI’s strengths and how human fits into the mix of generative and traditional AI models.

Generative AI Webinar image

Webinar

Get the Most Out of Generative AI

Watch Forrester’s Kieran Curran and Domino’s Kjell Carlsson discuss generative AI strategies that actually work.

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.
  • 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.
  • Automatically generate fine-tuning code for your data with Domino Code Assist.
  • Jumpstart your work with pre-built projects for use cases such as chatbots, assistants and more.
  • Automate hyperparameter tuning with built-in RayTune integration.

Learn more

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 LLM 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.
  • Build and serve interactive web applications with Streamlit, Flask and more.

Learn more

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.

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.

Leaders Have Spoken: GenAI is 100% Value, 0% Hype

Generative AI is becoming a top priority for digital transformation. Interest is widespread among executives and data science practitioners alike. Here’s what a Domino survey of Fortune 500 AI professionals reveals:

90%

90% believe generative AI hype is justified.

55%

55% expect business impact within 1-2 years.

94%

94% believe their organizations should create their own Generative AI offering.

76%

76% of data science executives are concerned about generative AI governance.

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Read what data science and IT leaders expect from Generative AI

Resources

Blog post

LLM Inference on Domino

Domino gives control across the LLM fine-tuning lifecycle

Picture of Webinar

webinar

Supercharging your model with Generative AI

Learn how to develop and deploy a LLM app in Domino

Data scientist at computer

repo

Create a Q&A Agent

Use OpenAI’s API and Pinecone on Domino

Elephants

NanoGPT

Start Small with NanoGPT

Generate text in the style of Homer’s Iliad

Image from the Smarter Savings on Generative AI Webinar

Webinar

Smarter Savings on Generative AI: Cut Costs, Not Innovation

Get the most from Generative AI with ideas from NVIDIA, CapGemini, and Domino.

Close up of watchmaker's hand holding a watch

Blog post

Overcome the challenges of fine-tuning large language models (LLMs)

Data scientists with model

Blog Post

Domino customers can now leverage NVIDIA pre-trained foundation models.

See how Domino can help you harness the power of Generative AI at scale.