What's new in Domino

AI systems at scale


As Agentic AI systems become more complex, teams need an end-to-end approach that enables rapid iteration without fragmented tools or added risk. Domino expands its platform with agentic capabilities to help enterprises build, evaluate, deploy, and monitor agentic systems at scale with governance, security, and reproducibility.

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Secure LLM hosting

Secure, enterprise-grade LLM hosting

Domino enables teams to securely host and serve large language models (LLMs) within their own infrastructure, deploying them as high-performance GenAI endpoints.

Benefits:

  • Host LLMs inside private infrastructure or VPCs with fine-grained access controls
  • Reduce operational costs with efficient model storage and runtime mounting
  • Maintain full observability into latency, token usage, and system behavior
GenAI observability

Instrumentation and deep agent observability

Domino introduces framework-agnostic instrumentation for agent-based systems, enabling teams to trace and monitor agent interactions from development through production using a single SDK.

Benefits:

  • Capture detailed traces including inputs, outputs, tokens, latencies, and tool calls
  • Gain full visibility into agent behavior across complex, multi-step workflows
  • Automatically associate traces with prompts, models, datasets, and code versions
Structured evaluation

Structured evaluation and side-by-side comparison

Teams can visualize, evaluate, and compare agentic systems with both summary and trace-level detail, using shared metrics and complete configuration lineage to support consistent, repeatable evaluation.

Benefits:

  • Compare prompts, models, parameters, and agent configurations side by side
  • Drill down from aggregate metrics to individual interaction traces
  • Evaluate different frameworks and models in the same experiment
Seamless deployment from evaluation to production

Seamless deployment from evaluation to production

Domino closes the gap between experimentation and deployment by enabling teams to deploy agentic systems directly from evaluation results, with the system of record ensuring what is deployed exactly matches what was evaluated.

Benefits:

  • Eliminate manual handoffs and brittle deployment scripts
  • Reduce risk by deploying fully evaluated, traceable systems
  • Maintain complete lineage and auditability across environments
Continuous production monitoring and iteration

Continuous production monitoring and iteration

The same instrumentation used during development continues to operate in production, enabling continuous or scheduled monitoring and evaluation of real-world agent behavior, user feedback, and rapid restoration into a workspace for iteration.

Benefits:

  • Monitor production performance with real-time traces and dashboards
  • Detect regressions through scheduled evaluations
  • Rapidly iterate by reopening production systems with one-click for further experimentation

Why it matters

With its new agentic capabilities, Domino delivers a unified, governed platform to operationalize LLM-powered systems at scale. By combining secure model hosting, deep observability, structured evaluation, and continuous monitoring in a single system of record, enterprises can deploy agent systems with confidence, reduce risk, and sustain innovation with enterprise-grade security.

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