What's new in Domino

Using the Domino Nexus architecture, run AI workloads in AWS regions where your data lives or compute costs less — all managed by Domino. Get multi-region capability with enterprise-grade security while eliminating infrastructure management burden.

Benefits:

• Run AI workloads closer to data for performance and compliance
• Eliminate infrastructure management with built-in monitoring and autoscaling
• Future-proof your infrastructure with an open, multi-region architecture that avoids vendor lock-in and improves resilience

Select the most cost-effective instance types for AI workloads on AWS. Training jobs and batch processes run on discounted Spot Instances with intelligent failover to on-demand resources when needed.

Benefits:

• Reduce costs 50–60% for non-critical AI workloads
• Automatically fallback to on-demand if spot is interrupted
• Enforce team-level policies for cost governance

AI applications automatically scale compute resources based on real user demand. Apps scale down to a minimal footprint during idle periods, so you only pay for actual usage.

Benefits:

• Autoscale app compute based on real usage
• Reduce idle costs without manual intervention
• Support any framework: Streamlit, Dash, Shiny, and more

Enterprise-wide discovery and access to AI applications. Any user across the organization — from executives to business users — can find and access AI apps built for their role with one-click access requests to applications.

Enterprise benefits:

• Discover apps across projects, teams, and orgs
• Streamlined access requests with in-line notifications
• Enable safe enterprise-wide app usage

Self-service observability with dedicated Grafana dashboards. Monitor model API health, execution health, and infrastructure status without filing support tickets.

Benefits:

• Monitor execution health and status: Troubleshoot performance by spotting resource bottlenecks and image pull delays; track success rates and failure types to optimize performance across your deployment.
• Track model endpoint reliability: Monitor the health, response times, and traffic of your model APIs to ensure production-ready endpoints that meet your SLA requirements.
• Observe data plane agent performance: Monitor the health and connectivity of the agents that manage executions and Kubernetes resources to detect delays and capacity issues.

Domino now includes a built-in panel for RStudio and VS Code that simplifies GxP-compliant R development. Search for and select validated Posit Package Manager (PPM) snapshots, auto-generate install commands, and lock environments with confidence — all from within RStudio or VS Code.

Benefits:

• Lock package versions to ensure consistency and reproducibility
• Access packages offline in secure or air-gapped environments
• Track package usage for audit and compliance visibility

Built-in Web Application Firewall (WAF) and DDoS protection shield your AI infrastructure from common exploits and distributed attacks, powered by AWS WAF and AWS Shield.

Benefits:

• Web Application Firewall blocks common exploits
• DDoS protection shields infrastructure
• Audit-ready security controls built-in