Evaluation
Score outputs against examples, rubrics, and product-specific quality checks.
NOVA OS
Nova OS Observability
Know what your AI product is really doing.
Nova OS gives teams a clear way to trace, monitor, evaluate, and improve AI workflows before production issues become customer issues.
NNova Trace Console
LiveTrace volume
1.28M
+18.4%
Quality score
94.6
+4.2
Median latency
412ms
-9.8%
Conversation tracerun_94f2
User requestPlan renewal issue
Retriever4 docs matched
Tool callbilling.lookup
Final answerNeeds human review
Quality signals
Grounding82%
Tool success76%
Escalation fit61%
Recent alertsOpen queue
Prompt drift in support flowReview
Tool timeout spikeReview
High-cost retrieval loopReview
Helping product teams ship clearer AI experiences
VECTOR, LUMEN, CORTEX, SYNQ, NIMBUS, HELIO, PRISM, ATLAS, ORBIT, PULSE
Platform
One place to understand every AI run.
Nova OS brings the hidden behavior of AI systems into a readable product workspace, so engineering, product, and support teams can make better decisions from the same trace data.
Find broken AI paths before users do
Trace every request from prompt to tool call to final answer, then replay the exact path that created an issue.
- Nested traces for prompts, tools, retrieval, and model calls
- Threaded conversation history for multi-step workflows
- SDKs for TypeScript, Python, Go, and Java
Live trace
Production workspace
router.agent
Stable behavior
retrieval.search
Needs review
tool.billing
Stable behavior
model.response
Needs review
Built for investigation
Search deeply nested AI runs without losing the thread.
NovaQuery is a purpose-built way to inspect agent behavior, compare sessions, and answer product questions from complex trace data.
Explore NovaQuerytrace.search
status:error AND tool:billing.lookup14 related runs
Grouped by refund intent
3 recurring failures
Tool timeout after retrieval
2 suggested fixes
Shorten context and add fallback copy
Workflow
Evaluate, deploy, and improve from one loop.
Keep evaluations close to traces, ship changes with confidence, and give every team a shared view of quality.
Deployment
Route model updates, prompt changes, and workflow experiments through review.
Feedback
Collect human review, support notes, and production outcomes in the same loop.
Nova OS