Unlocking Generative AI for the Enterprise
The Domino Summer ’23 release makes Domino the easiest way to build and operate cutting-edge AI, in-house – fast, responsibly and economically. Enterprise Generative AI is within your reach.
Fast AI
Build Generative AI applications, fine-tune LLMs and more with foundation models, pre-built solutions and automation
Responsible AI
Ensure AI accuracy, fairness, transparency and accountability with Domino Model Sentry
Cost-Effective AI
Achieve radical cost savings with intelligent cost optimizations and comprehensive reporting and budget controls
AI Project Hub
- Jumpstart with pre-built solutions and templates to create new AI projects.
- Industry-leading solutions curated from the best of open source like Huggingface, partners, and more.
- Promote your own projects to become templates to share knowledge and enforce best practices.
Foundation Models
- Large collection of pre-trained models for all common ML applications - language, audio, and vision.
- A growing curated open-source library of large language models (LLMs), foundation models, and more.
- Use Domino Code Assist to generate code to fine-tune and integrate with foundation models, eliminating the need to write boilerplate code.
Transparent AutoML
- Quickly prototype accurate machine-learning models with just a few clicks.
- Complete visibility, reproducibility, and access to explainable audit-ready code, which you can customize for particular use cases.
- Seamlessly integrated with Code Assist - automatically track key metrics, model artifacts, and code with integrated experiment manager.
Domino Model Registry
- A centralized system to view, manage, and deploy model versions.
- See all production and candidate models in a single view regardless of their source or where they reside.
- Track model versions, experiments, and objects through the lifecycle.
Domino Model Cards
- Single-screen model overview report, profiling lineage, history, metrics, logs, and explainability at a glance.
- Automatically populated with critical details about the model to help certify for production or evaluate for reuse.
- Promote transparency, accountability, and fairness.
Domino Model Review & Staging
- Comprehensive model evaluation & review process framework
- Facilitate a detailed review workflow with access control for model components and model promotions (dev → staging → production)
- Automate deployment by connecting approval flows to CI/CD pipelines.
- Host models in separate data planes or IT designated platforms
Domino Project Templates
- Simplify project creation with templates embedding corporate standards and better practices.
- Help your team follow proven processes throughout their project lifecycle.
- Improve code quality, simplify model reuse, and accelerate time to market.
Domino Model Monitoring
- Ensure production models remain valid and reproducible and avoid reputational and financial impact.
- Domino proactively monitors models for drift, comparing predictions to ground-truth data.
- Avoid data drift and be alerted when input data significantly deviates from a model’s training data. Maintain the initiative, retrain your model, and mitigate risk.
Granular Cost Reporting
- Comprehensive cost reports (compute, storage) aggregated across business units, projects, or even users.
- Understand and control how money is spent on compute and storage across projects and the throughout the platform.
- Track costs across cloud platforms and on-prem, from instances and instance type, through GPU and storage consumption, to networking and beyond.
Budgets and Alerts
- Set budgets for each project or business unit., Aggregate compute and storage costs across cloud platforms and even on-prem infrastructure
- Configure budget alerts to notify teams that approach their limits.
Domino Cloud: Now With Private Hybrid Data Planes
Domino Cloud now provides the convenience of SaaS with the data security and privacy of private clouds.
Domino Cloud offers all of Domino as a fully-managed service and lets you run compute workloads in your own infrastructure - in your VPC or on prem - and lets you keep your data within your network perimeter.
Learn More About Domino Cloud