Project Templates
Share best practices and standards
Enforce best practices by incorporating your policies into every project and model with standard checklists, evaluation tools, and codified conventions.
All models are audit-ready with guaranteed reproducibility and embedded audit trails that record all lineage (code, data, environments, results, versions).
Enforce AI policies with out-of-the-box templates that automate workflows for building and operating models safely and reliably.
Integrated model review, staging, testing, and approval workflows help embed and enforce requirements for every model, every time.
Model monitoring and remediation continually score model accuracy and detect drift. These mechanisms help prevent unfair and biased models from entering production environments.
Project Templates
Enforce best practices by incorporating your policies into every project and model with standard checklists, evaluation tools, and codified conventions.
Guaranteed reproducibility
Domino tracks all model lineage by automatically versioning code, data, environments, and results for guaranteed reproducibility and compliance. Domino can support GXP-compliant and non-GXP on a single platform.
Model Cards
Domino improves transparency by automatically recording models' purposes, lineage, downstream usage, performance, limitations, and biases. This allows teams to evaluate whether models are ready for production, and mitigate risks.
Model Registry
View all of your models with their status, metadata, and evolution (e.g., code, data, parameters, environments, results, versions) for auditability and tracking. Never lose track of your models, whether developed in Domino or not.
Model Staging
Verify that models are tested and evaluated in isolated non-production environments and view all models and their status in a single pane of glass.
Model Monitoring
Score model accuracy and relevance, detect model drift, automatically capture predictions, and incorporate human validation so models perform as expected for stakeholders.
Audit Logging
Domino automatically records all user actions, data, model changes, and system events — without user intervention — so you can reconstruct everything for compliance.
whitepaper
Walk away with toolsets, processes, and next steps for mitigating risks.
E-book
Understand data drift and how to identify models that are degrading.
E-book
Model faster and reduce risk on a unified analytics and data science platform.