Agent Actions
Capture every trace, event, log, and metric your agents emit — a complete, structured record of what your fleet actually does.
Behaviour Runtime Intelligence
Behaviour Runtime Intelligence for AI agent fleets
When uptime is green but agents choose the wrong tool, you need more than APM or LLM traces — observe behaviour, understand intent, recover with governance.
Works with your existing AI stack
Framework-agnostic and provider-neutral. Deploy across the AI ecosystem you already use.
Agents Online
1,284
+12.7%
Active Runtime Cases
23
-8.3%
Anomalies
7
+14.2%
Success Rate
98.6%
+2.1%
Behaviour Intelligence
Top Runtime Cases
HIGHTool timeout — research-agent2m ago
MEDModel drift — summarizer4m ago
MEDExcessive retries — data-agent6m ago
LOWLatency spike — ops-agent8m ago
Runtime
Live
Behaviour signals from instrumented fleets
Control plane
Governed
Policy-aware autonomous recovery
Isolation
Scoped
Multi-tenant observation boundaries
Outcomes
MTTR
Recovery intelligence leadership can track
Capabilities
Everything you need. Nothing you don't.
Four layers that turn raw agent activity into governed, autonomous outcomes.
Behaviour Signals
Turn raw activity into meaning. Sessions, decisions, and state changes become high-fidelity signals you can reason about.
Intelligence Layer
Correlate, reason, and detect across the whole ecosystem. Predict outcomes before they become Runtime Cases.
Autonomous Outcomes
Recover, adapt, and self-heal. PUVINoise closes the loop with governed, automatic remediation.
How it works
Three steps. Continuous intelligence.
From instrumentation to autonomous recovery — PUVINoise closes the loop.
Instrument your agents
Drop in the PUVINoise SDK or connect your framework. Traces, logs, metrics, and events flow in with zero configuration.
Observe & understand
Behaviour signals, the intelligence layer, and the graph surface intent, anomalies, and risk across your entire fleet.
Recover automatically
Governed policies and autonomous recovery act on predictions — resolving issues before they reach production impact.
Enterprise AI Lifecycle
From discovery to scale
One continuous path — Engineering accelerates success on PUVINoise™.
Discover
Identify gaps before they become Runtime Cases.
Strategy
Align outcomes, architecture, and governance.
Engineer
Build production-ready AI systems.
Deploy
Ship with evaluation and instrumentation.
Observe
Run behaviour runtime intelligence.
Optimize
Improve reliability and cost continuously.
Scale
Operate with Managed Runtime as needed.
Enterprise AI Systems
How We Partner With You
From strategy to production — engineer, deploy, and continuously improve enterprise AI systems.
Introduces
Enterprise AI Engineering
Enterprise AI systems engineered for production.
Powers production
PUVINoise™
Behaviour Runtime Intelligence
Observe. Understand. Govern. Recover. Optimize.
Sustains
Managed Runtime
Continuous runtime intelligence for production AI — powered by PUVINoise™.
Ecosystem
Built for your entire stack.
Frameworks, model providers and cloud platforms — PUVINoise instruments the tools your agents already run on, with no lock-in.
LangChainLangGraphCrewAIAutoGenLlamaIndexOpenAIAnthropicAWSAzureGoogle CloudNVIDIADatabricksSnowflakeOracleIBM
Security
Trust is non-negotiable.
Enterprise-grade security posture is designed into every layer of PUVINoise — from multi-tenant isolation to governed autonomous action. Public certification claims appear only when legal has approved exact wording.
Multi-tenant isolationAudit-oriented workflowsGoverned autonomyTLS in transitSecurity review path
Multi-tenant isolation
Strict tenant boundaries across data, compute, and control planes. Your telemetry stays yours.
Encryption in transit
TLS for signals and events in transit. Detailed encryption posture is covered in security review — not invented as marketing badges.
Governed autonomy
Every automatic action passes through a policy engine with full audit trails and human overrides.
AI-native controls
Behaviour-aware controls help detect prompt abuse, tool misuse, and anomalous agent activity.
For developers
Built by engineers, for engineers.
A thoughtfully designed SDK that gets out of your way. Instrument agents in minutes with intuitive APIs and first-class TypeScript support.
TypeScript native
Full type safety with auto-generated types.
Framework agnostic
Works with LangChain, CrewAI, AutoGen, and more.
Zero config
Sensible defaults that just work out of the box.
Runtime ready
Runs anywhere your agents run — cloud, edge, on-prem.
# Install the PUVINoise SDKnpm install @puvinoise/sdkReady to see agent behaviour clearly?
Start a free evaluation on app.puvilabs.com — or review Pricing and AI credits when you need commercial clarity.
Enterprise-ready · Multi-tenant · Governed autonomy · Clear comparisons at /compare