Control cloud sprawl
See resources, owners, services, environments, posture, and cost across cloud providers.
Product
AI-native multi-cloud infrastructure management.
Connect AWS, Azure, GCP, Kubernetes, compute, storage, network, IAM, observability, cost, policy, service ownership, and remediation into one governed cloud operations platform.
NuralAI Cloud Operations
Cloud signal to approved remediation
Discover
Normalize cloud assets, projects, clusters, services, tags, posture, and ownership.
How it works
Cloud management that turns inventory, posture, cost, and risk into governed action.
NuralAI turns cloud signals into governed workflows by attaching ownership, service dependency, policy, cost, risk, change, and remediation context before teams make changes.Reduce drift safely
Route configuration, access, tagging, backup, and encryption findings through governed remediation.
Connect ops and FinOps
Tie spend anomalies and waste recommendations to service owners and approved engineering work.
Operate with evidence
Capture cloud findings, approvals, changes, rollback state, and business impact in one audit trail.
Product capabilities
Enterprise-grade depth for real cloud operations operations.
Unified inventory
See compute, storage, network, containers, serverless, and managed services across clouds.
Policy enforcement
Detect drift in tagging, encryption, access, backup, and configuration policies.
Cloud incident context
Link cloud events to services, dependencies, owners, and customer impact.
Cost controls
Surface waste, idle resources, oversized instances, and anomaly patterns.
Governed remediation
Schedule, approve, and execute cloud changes through NuralAI workflows.
Executive visibility
Connect cloud health, spend, and resilience to business KPIs.
Use cases
Run high-value workflows on one NuralAI product foundation.
Each use case connects AI reasoning, graph context, owner accountability, policy controls, and audit evidence.Unified cloud inventory
Map accounts, subscriptions, projects, clusters, workloads, tags, owners, and service dependencies.
Policy drift remediation
Detect drift in encryption, backup, access, network, tag, and configuration controls.
Cloud incident context
Link cloud events to affected services, customers, owners, recent changes, and runbooks.
Cost and waste action
Move waste, rightsizing, idle resource, and anomaly findings into accountable workflows.
Kubernetes operations
Connect cluster health, deployments, policy, capacity, and service impact into response workflows.
Approved remediation
Schedule fixes, apply change gates, notify owners, and capture rollback evidence.
How NuralAI automates work
Cloud signal to approved remediation.
Every workflow is grounded in graph context, policy, approval thresholds, integration state, and evidence capture before automation is allowed to run.
Cloud Operations Command Center
Governed AI active
Live product workspace
Unified cloud inventoryMap accounts, subscriptions, projects, clusters, workloads, tags, owners, and service dependencies.
Active
Policy drift remediationDetect drift in encryption, backup, access, network, tag, and configuration controls.
Policy
Cloud incident contextLink cloud events to affected services, customers, owners, recent changes, and runbooks.
Evidence
Drift response45%speed improvement model
Cloud waste30%savings pipeline model
Policy coverage97%monitored resource scope
Cloud Operations connects signals, graph context, policy, approvals, automation, and evidence in one NuralAI operating model.
Platform preview
What customers see inside NuralAI.
Responsive product preview for Cloud Operations. Text stays readable on desktop, tablet, and mobile.NuralAI Cloud OperationsLive workspace | AI context, graph intelligence, workflows, and governance
Multi-cloud Control Center
Inventory, policy, cost, risk, ownership, and remediation across clouds
Idle GPU clusterRightsize recommendation routed to platform owner
$18K/mo
Encryption driftPolicy violation detected in storage estate
High
Kubernetes spikeDeployment linked to 41% compute increase
Watch
Tag coverageAI assigned probable cost center for 184 resources
91%
AI context
Graph context and service ownership attached
Policy, approval, and rollback state visible
Approve action
Open audit trail
Monthly waste removed
Trend and governed resolution over time
Governed workflow loop
Each action links to graph context, policy checks, owner approval, evidence, and business impact.
Business outcomes
Build a product business case executives can inspect.
Use NuralAI to connect product adoption to measurable service, operations, cost, risk, and governance outcomes. Validate final projections with your real environment data during discovery.speed improvement model
savings pipeline model
monitored resource scope
approved cloud actions tracked
Third-party software integrations
Connect the tools your teams already run.
NuralAI brings existing ITSM, observability, cloud, identity, CI/CD, security, and collaboration systems into the same product operating model.
Live connector fabric
12 domains
Graph-aware
Policy-routed
NuralAI AI Platform
Every connector feeds the same signal, graph, workflow, AI decisioning, and audit model.
SenseGraphDecideActGovern
Service workflow
Tickets, requests, changes, approvals, and collaboration context.
IT
ITSM
Incidents and requests
JR
Jira
Engineering work
SL
Slack
War-room updates
TM
Teams
Approvals and owners
Observability
Signals, health, topology, escalations, logs, and event context.
PD
PagerDuty
Escalation state
DD
Datadog
Metrics and traces
SP
Splunk
Logs and searches
Cloud and infrastructure
Assets, projects, resources, posture, policy, and cost signals.
AW
AWS
Accounts and assets
AZ
Azure
Subscriptions
GC
GCP
Projects and services
Identity and delivery
Access, deployment events, ownership, controls, and release context.
OK
Okta
Identity context
GH
GitHub
Deployments and code
CI
CI/CD
Release signals
Resources for you
Cloud Operations materials for evaluation and rollout.
Cloud operations demo
See cloud findings move from detection to approved remediation.
OpenMulti-cloud control blueprint
Plan inventory, policy, cost, remediation, and reporting workflows.
OpenCloud operations value model
Estimate savings, risk reduction, and engineering productivity impact.
OpenCloud governance controls
Review approval, audit, identity, and evidence controls.
OpenFrequently asked questions
Common cloud operations questions.
Which cloud providers can NuralAI support?
NuralAI is designed for multi-cloud operations across AWS, Azure, GCP, Kubernetes, observability, ITSM, identity, and collaboration tools.
Does NuralAI replace cloud consoles?
No. NuralAI connects cloud consoles and operational tools into a governed workflow layer for ownership, policy, action, and evidence.
How does cloud remediation stay safe?
Sensitive actions can require approvals, change gates, policy checks, blast-radius context, and rollback plans.
Can cloud cost and risk be handled together?
Yes. NuralAI connects cost, posture, ownership, service impact, and remediation so teams can act with operational context.
Powered by the NuralAI AI Platform
Bring cloud health, risk, cost, ownership, and remediation into one governed NuralAI operating model.
Connect AWS, Azure, GCP, Kubernetes, compute, storage, network, IAM, observability, cost, policy, service ownership, and remediation into one governed cloud operations platform.
Cloud Ops AI product surface
Policy drift, exposure risk, owner routing, and cloud remediation.
NuralAI Cloud Operations gives cloud teams an AI command surface for posture drift, resource ownership, change windows, remediation plans, and evidence-backed cloud control.
NuralAI Cloud CommandPolicy-aware agents active
3Clouds
48KResources
214Policy findings
Public storage
HighRegulated bucket exposure mapped to data owner and service.
IAM drift
GatePrivileged role change requires security approval.
Orphaned compute
CostIdle resources routed to owner for remediation.
- Normalize cloud inventory, IAM, network, Kubernetes, and cost context.
- Map exposure to service, owner, business impact, and policy scope.
- Generate remediation plan with least-privilege and rollback checks.
- Route owner approval through connected ITSM and collaboration systems.
- Store policy decision, connector call, and evidence packet for audit.
Product depth
Inspect policy drift, ownership, connector scope, and cloud evidence.
The Cloud Ops surface shows cloud findings as governed records with ownership, policy, remediation payloads, approval gates, and audit-ready evidence.
Signal detectedContext graph assembledAI recommendation generatedPolicy gate evaluatedHuman approval capturedAction executedEvidence recorded
Cloud control recordLive operating evidence
RecordOperating signalAI recommendationStatus
CSPM-119Public storage exposure on regulated workloadRestrict policy and notify data ownerHigh
IAM-447Privileged role drift detected in production accountRevert role after security approvalGated
K8S-330Cluster policy missing backup annotationApply policy patch in next windowReady
COST-771Idle compute with owner mapping confidenceRoute cleanup to app ownerDone
AI Product Surface
Every product area runs on the same governed AI operating model.
NuralAI product pages now show the actual work pattern buyers inspect: graph-grounded recommendations, policy-aware agents, human-in-the-loop approval, AI-generated remediation plans, model traceability, and executive value updates.
Product AI CommandModel trace active
Product signal is correlated against services, owners, cloud resources, and SLA risk.
SignalAI-generated remediation plan cites graph evidence, runbook, confidence, and rollback.
AIPolicy engine decides whether autonomous action is allowed or human approval is required.
GateModel trace, approver, action result, and value impact are stored for audit.
Evidence