Everything you run, in one
live list.
Hosts, services, GPU nodes, switches, cabinets, PDUs, jobs, databases and IAM roles
— discovered from cloud, datacenter, Datadog, Dynatrace and Kubernetes,
normalized into one model, with live metrics and issue flags on every row.
▤Estatelast sync · just now
⌕
⊕ SITE
⊙ SOURCE
▦ GROUP
TOTAL 18ISSUES 4last sync · just now
No entities match those filters.
MULTI-SOURCE DISCOVERY & NORMALIZATION
Six sources. One vocabulary.
Every source names things differently — an EC2 instance, a Datadog host, a Kubernetes
node. Lumi normalizes them into a single entity model, so a host is a host wherever it
came from.
AWS · Azure · GCPAPI
Collector · datacenterAGENT
DatadogAPI
DynatraceAPI
KubernetesAPI
UnityOne DCIMNATIVE
ONE
ESTATE
MODEL
normalized entitykind · facts
deduplicatedone host, one row
live metrics attachedutil · rps · qps
health & issues flagged⚠ counts
relationships mappedgraph
automations boundrunnable
Entity kinds in the unified model
🖥 host 2◈ service 2▨ GPU node 2▪ GPU 1 ⇆ switch 2▤ cabinet 1⚡ PDU 1⚙ job 2 🗄 database 1🔑 IAM role 2⚖ load balancer 1📦 container💽 volume🌐 network
ENTITY DRILLDOWN
Open anything. See its whole story.
Device facts, live metrics, what it connects to, where its data came from, and the
automations you can run against it — without leaving the row.
▨h100-node-1GPU NODEdc-west⚠ 1 issue PowerEdge XE9680 · 8× NVIDIA H100 · 80.8%
modelPowerEdge XE9680
GPUs8× H100 SXM5 80GB
serial7KJ2QX3
firmwareBIOS 2.4.1
cabinetrack-A1 · 38/42U
power draw6.2 kW
inlet temp22.4 °C
discovered byCollector · dc-west
GPU utilization80.8%
GPU memory71.2 / 80 GB
ECC errors 24h14
NVLink healthOK
host CPU34%
fan / thermal68% · 61 °C
uptime42d
last syncjust now

What it sits in, talks to and runs.

▤ in cabinet rack-A1⚡ powered by pdu-A1⇆ uplink lb-tor-1▪ hosts GPU0–GPU7⚙ running train-llama-70b◈ serves ml-platform👤 owner: ml-infra🌐 site dc-west

Where each fact came from, and when.

Collector · dc-west→hardware facts · 2m ago·Datadog→GPU metrics · 30s ago·DCIM→power & thermal · 1m ago

Conflicting values are resolved by source precedence, and the losing value is kept for audit.

🔍GPU Health Investigationdiscover · safe
⚙Drain & cordon nodemanage · approval
🌡Thermal & airflow checkdiscover · safe
🔁ECC error trend reportdiscover · safe
CAPABILITIES
What the estate view gives you.
◈
Unified estate model
One schema for every entity, whatever discovered it.
⇄
Multi-source discovery
Cloud APIs, datacenter collectors, Datadog, Dynatrace and Kubernetes, normalized and deduplicated.
▦
Grouping & classification
Group by kind or site, collapse and expand, and classify automatically on discovery.
⚠
Issue detection & flagging
Problems surface on the row itself, with counts rolled up to the group.
📈
Live health & utilization
Utilization, throughput and QPS streaming next to every entity.
🌐
Multi-site inventory
Cloud regions and datacenters in one list, filterable by site.
⟳
Real-time sync
Continuous refresh with per-fact freshness, so nothing goes quietly stale.
🔗
Relationships & lineage
What connects to what, and which source supplied each fact.
▷
Applicable automations
The workflows that can run against this entity, right on its record.
WHY IT MATTERS
You can’t operate what you can’t
see.
Most outages start with someone opening four consoles to work out what a thing is and
what it touches. This removes that step.
FINDING AN ENTITY
4 consoles
one search
Name, kind or fact value — one box across every source.
BLAST-RADIUS CHECK
tribal knowledge
a relationship map
Know what a change touches before you make it.
STALE CMDB
weeks behind
synced live
Discovery runs continuously, with per-fact freshness.
IDLE & ORPHANED KIT
unnoticed
flagged
Unused GPUs and stale IAM roles surface as issues.
👤
For the ITOps team
DAY TO DAY
✓
One place to look
GPU nodes, PDUs and IAM roles in the same list as your EC2 hosts — no console-hopping mid-incident.
✓
Answer “what does this touch?”
Relationships are mapped, so blast radius is a click rather than a guess.
✓
Trust the data
Lineage shows which source gave you each fact and how fresh
it is.
✓
Act from the inventory
The right automations are attached to the entity, ready to
run.
◈
For the organization
ON THE BALANCE SHEET
✓
A CMDB that’s actually current
Continuous discovery replaces the spreadsheet nobody
trusts.
✓
Reclaim expensive capacity
Idle GPU nodes are the costliest thing to leave unnoticed in a modern estate.
✓
Close audit gaps
Stale admin IAM roles and unpatched kit show up as flags, not findings.
✓
One inventory, many teams
Facilities, infra, cloud and security work from the same
record.
Console figures are illustrative. Coverage depends on the sources you connect.
Get started
See your whole
estate in an afternoon
Connect one cloud account and one datacenter collector — the
inventory builds itself.
Autonomous ITOps platform powered by an AI Coworker, SRE Orchestrator, and Agent Builder
© 2026 – 2027 LumiOps.AI. All rights reserved.

© 2026 – 2027 LumiOps.AI. All rights reserved.