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See everything.
Understand anything.

GPU, LLM, AI, infrastructure, security, and multicloud — every layer of your
stack observed, correlated, and optimized in one AI-driven platform.
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Live
MTTR
4m 12s
↓ 63%
Open incidents
3
↓ 5 today
Availability
99.98%
SLA met
Monthly spend
$128k
↓ 18%
Cross-layer signal volume last 24h
Active incidents Smart RCA
  • GPU cluster us-east saturation 92%root cause: batch overlap · 2m
  • LLM latency +180ms · gateway-2correlated: token spike · 6m
  • Auto-remediation · node-14resolved automatically · 9m
Plugs into the stack you already run — from cloud to silicon
AWSAzureGoogle CloudOracle Cloud KubernetesDockerTerraformOpenShift NVIDIAPyTorchHugging FaceLangChainvLLM PostgreSQLSnowflakeKafkaRedis OpenTelemetryPrometheusGrafana
… and more via OpenTelemetry and open APIs.

The metrics that move
when observability is unified

When every signal lands in one place, the operational numbers that matter most start
improving — from how fast you detect and resolve, to how much you stop wasting.
Mean Time to Resolve
↓ 0 %
Faster incident resolution
Cross-layer correlation and Smart RCA trace an incident to its root cause across GPU, infra, and cloud in a single view — so teams stop hopping between tools and resolve in minutes, not hours.
Signal-to-Noise
↓ 0 %
Less alert noise
AI/ML event correlation collapses thousands of duplicate, low-value alerts into a handful of real incidents — ending alert fatigue and pointing on-call teams straight at what actually matters.
Availability
↓ 0 %

Less unplanned downtime

Real-time anomaly detection surfaces degradations before they cascade into outages, and automated remediation acts on them early — keeping critical services online and SLAs intact.
Resource Efficiency
↓ 0 %
Lower wasted spend
Continuous visibility into idle GPUs, over-provisioned VMs, and orphaned cloud resources turns blind spots into savings — across every cloud and every data center, in real time.
The six layers
Every layer of a modern stack,
watched in one place
Point tools each see a slice — infrastructure here, LLM quality there, cloud spend
somewhere else. UnityOne AI observes all six layers together, so a signal in one is
understood in the context of the rest.
GPU Observability
See every accelerator, waste none
Real-time visibility into GPU clusters — utilization, memory, thermals, and cost per accelerator.
UtilizationVRAMThermalsPower drawCluster healthCost/GPU

Benefits

  • Cut idle GPU spend by finding under-used accelerators
  • Prevent thermal throttling before it slows training
  • Right-size clusters with usage you can actually trust
LLM Observability
Trust what your models say in production
Monitor private LLMs for performance, cost, and safety — from token to output quality.
LatencyToken costAccuracyHallucinationBias & PIIRAG quality

Benefits

  • Catch hallucinations, bias, and PII leaks before users do
  • Keep latency and token cost predictable at scale
  • Ship model updates without silent quality regressions
GPU Observability
One lens on the whole AI lifecycle
End-to-end insight across AI workloads, agents, and pipelines — with AI doing the correlation for you.
Enterprise AIAgentic AIGenAI AssistantSmart RCAModel driftAI FinOps

Benefits

  • Resolve incidents faster with Smart RCA and correlation
  • Detect drift before model accuracy quietly erodes
  • Tie AI spend directly to business value with AI FinOps
Infra Observability
From CMDB to bare metal, nothing hidden
Full-stack coverage of network, compute, storage, and databases with a live, synchronized inventory.
CMDB syncNetworkVM & serverStorageDatabaseDCIM

Benefits

  • Replace a dozen point tools with one live inventory
  • Trace root cause across network, VM, storage, and DB together
  • Plan capacity ahead of demand, not after an outage
Security Observability
Watch the posture, not just the perimeter
Security signals correlated with operational context — including guardrails on your private-LLM outputs.
DiscoverySecurity analyticsIncident mgmtLLM guardrailsComplianceGovernance

Benefits

  • Correlate security events with live operational context
  • Guardrail private-LLM outputs against misuse and leakage
  • Stay audit-ready with continuous compliance visibility
GPU Observability
Every cloud, one pane, one bill you understand
Unified discovery and management across AWS, Azure, GCP, and OCI — with cost and carbon side by side.
AWSAzureGCPOCIMulticloud discoveryCarbon tracking

Benefits

  • Discover and manage all four major clouds in one view
  • Kill idle and orphaned resources draining your budget
  • Track carbon emissions right alongside cloud cost

How it works

From raw signal to
resolved incident
One pipeline turns telemetry from every layer into understood, actioned
incidents — automatically.

1

Ingest

Collect metrics, logs, traces, and events from all layers, GPU to cloud, to normalize data for upstream functions.

2

Correlate
AI links related signals across GPU, infra, LLM, security, and cloud into a single incident with full context.

3

Detect

ML surfaces anomalies early, scores severity, and collapses duplicate alerts so only real issues rise to the top.

4

Act

Automated playbooks and agentic AI remediate on the spot, or route to the right team with the cause attached.

The complete solution
Everything enterprise observability demands — in one platform
When teams evaluate an observability solution, they check for the same
capabilities. UnityOne AI delivers all of them, so you consolidate the sprawl
instead of adding yet another point tool.
Unified telemetry
Gain complete visibility over data center infrastructure, capacity, and power from one unified system.
AI correlation & root cause
Detect anomalies faster using root cause analysis agent and automated issue resolution before they impact opertions.
Real-time detection, less noise
Provision, govern, and operate workloads consistently across private, public, and hybrid cloud environments.
Automated Agentic Remediation
Gain complete visibility over data center infrastructure, capacity, and power from one unified system.
Full-stack & AI-era coverage
Detect anomalies faster using root cause analysis agent and automated issue resolution before they impact opertions.
Cost & sustainability built in
Provision, govern, and operate workloads consistently across private, public, and hybrid cloud environments.
Who it’s for
One platform, every team that depends
on the stack
Observability serves very different jobs depending on who’s looking. UnityOne AI
covers all six use cases the category is measured against — so each team gets its
own view of the same source of truth.
FinOps & Cloud Economics
Cost Optimization
Gain complete visibility over data center infrastructure, capacity, and power from one unified system.
SRE & On-Call
Site Reliability Engineering
Detect anomalies faster using root cause analysis agent and automated issue resolution before they impact opertions.
Product & Business Owners
Business Insights
Provision, govern, and operate workloads consistently across private, public, and hybrid cloud environments.
ML & AI Engineers
AI Engineering
Gain complete visibility over data center infrastructure, capacity, and power from one unified system.
Platform & IT Ops
Platform Operations
Detect anomalies faster using root cause analysis agent and automated issue resolution before they impact opertions.
Developers & DevOps
Software Engineering
Provision, govern, and operate workloads consistently across private, public, and hybrid cloud environments.
See it on your stack

Bring every signal together

Jump into the playground and see UnityOne AI on a live environment —
GPU to cloud, on-prem to multicloud — and where you’d cut cost, risk,
and mean-time-to-resolution.
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About UnityOne AI ™

UnityOne AI™ is an agentic intelligence platform for ITOps management, comprising CERNE™, LUMI™, and VEKTOR™. CERNE™ replaces dozens of cloud management tools by unifying DCIM, AIOps, HCMP, FinOps, and GreenOps within a single AI-driven control plane. LUMI™, the AI copilot, provides contextual intelligence, operational recommendations, and workflow automation, while VEKTOR™ enables enterprises to provision, orchestrate, and scale AI factories with the lowest cost-to-serve. The UnityOne AI™ suite enables enterprises to simplify hybrid/multicloud operations, strengthen governance, optimize resource utilization, and accelerate transformation to AI-driven ITOps.

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