Build AI systems that operate your infrastructure.

AI Operational Framework
Build AI systems that operate your infrastructure.
INETCUBE turns real data, AI reasoning, and automation into deployable operational products.
What is INETCUBE?
INETCUBE is an AI Operational Framework company. We build products that don't just surface insights — they take action across infrastructure, workflows, and operations.
One Framework
A shared data, AI, and automation stack that powers every product we ship.
Multiple Products
CUBE AIOps and AIRealEstate are vertical products built on the same foundation.
Real Outcomes
Not dashboards. Actual configuration changes, automated responses, and closed-loop operations.
The Platform
1
Data
Ingests and normalizes signals from infrastructure, APIs, and operational systems in real time.
2
AI
Reasons across unified context. Identifies what matters, what's wrong, and what to do next.
3
Action
Executes. Config changes, remediations, alerts, workflow triggers — closed loop, no manual step required.
Products
Two products. One framework. Also available as a structured deployment inside your environment.
IT Operations
CUBE AIOps
Operations management for infrastructure teams and MSPs.
Correlates alerts across hybrid environments
Automates configuration and remediation
Natural language queries against live infrastructure
Real Estate
AIRealEstate
Operational intelligence for real estate portfolios and transactions.
Aggregates property and market data automatically
AI-driven investment screening and risk analysis
Automates transaction workflows and approvals
Framework-Based Deployment
Deploy the Framework in Your Environment
INETCUBE is available as a finished product or as a framework deployed inside your organization. For firms with internal operational systems, we integrate the framework with your data sources, workflows, and controls — delivering structured AI-powered operations without starting from scratch.
Your Data, Your Environment
The framework connects to your internal data sources, monitoring tools, and operational systems. Deployed on-premise or in your cloud. No data leaves your environment.
Structured Implementation
Not open-ended consulting. A defined scope, repeatable architecture, and clear deployment path — from integration to operational handoff.
Operational Use Cases
Infrastructure operations, incident workflows, internal monitoring and remediation, operational decision support, domain-specific workflow automation.
See It in Action
A real scenario. No abstraction.
Question
"Why is BGP unstable for client X?"
Analysis
AI pulls telemetry, routing tables, and config history. Correlates across the environment.
Root Cause
Identifies misconfigured peer timeout on edge router. Flags it with full context.
Action
Generates the fix. Executes via automation. Logs the change. Loop closed.
What Makes INETCUBE Different
Built on Real Data
Connected to live infrastructure. Not synthetic demos or sample datasets.
Takes Action
Goes beyond insights. Executes config changes, remediations, and workflow triggers automatically.
Closed-Loop
Detect → Decide → Act. Every cycle feeds back into the system. No manual handoff required.
Multi-Tenant by Design
Built for MSPs managing multiple client environments from day one. Not bolted on later.
Built on the INETCUBE Framework
CUBE AIOps
Operations management for infrastructure teams and MSPs — monitoring, correlation, automation, and natural language queries in one platform.
Unified Observability
One view across on-premise, cloud, and hybrid. No blind spots.
Alert Correlation
Groups and prioritizes alerts by context. Cuts noise. Surfaces what matters.
Config & Compliance
Verifies configurations against baselines. Flags drift. Remediates automatically.
Natural Language Queries
Ask questions about your infrastructure in plain English. Get structured answers.
Built on the INETCUBE Framework
AIRealEstate
Operational intelligence and workflow automation for real estate portfolios, investments, and transactions.
Data Aggregation
MLS feeds, property records, and financial data — normalized and ready for analysis.
Investment Screening
AI-driven acquisition analysis, risk scoring, and portfolio performance tracking.
Workflow Automation
Transaction routing, document approvals, and coordination — automated end to end.
Portfolio Dashboards
Configurable views for operators, investors, and asset managers.
Built for MSPs
CUBE AIOps is designed for managed service providers running multiple client environments. Scale operations without scaling headcount.
Multi-Tenant
Manage all client environments from one platform. Segmented, configurable, and reportable per client.
Automation at Scale
Routine triage, config checks, and remediations run automatically. Your team handles exceptions.
Service Differentiation
Offer proactive, AI-driven operations as a managed service. Not just monitoring — actual outcomes.
Integrations
Connects to what you already run. No rip-and-replace.
Standard Tools
ServiceNow, Splunk, Datadog, Prometheus, and custom APIs out of the box.
Deployment Flexibility
On-premise, cloud, or managed. Your data stays where your policies require.
Extensible
Add custom data sources and domain logic via APIs without touching the core.
What's Next
CUBE AIOps and AIRealEstate are the first two products on the framework. The architecture is designed to support new verticals without rebuilding the core.
Live Today
CUBE AIOps — IT operations for MSPs and infrastructure teams
AIRealEstate — Operational intelligence for real estate
Framework Capabilities Available to New Products
Any structured data source
AI reasoning and decision layer
Workflow orchestration and automation
Multi-tenant deployment
Industries
Where the framework operates today.
Managed Service Providers
Multi-client operations management at scale.
Enterprise IT
Hybrid infrastructure monitoring, config, and incident response.
Financial Infrastructure
High-availability environments where uptime is non-negotiable.
Real Estate
Portfolio operations, investment analysis, and transaction automation.
How It Works
Discovery
We assess your environment and identify the right product and deployment model.
Configuration
Framework is integrated with your tools and tuned to your operational context.
Deployment
Goes live on-premise, cloud, or managed. Operational from day one.
Iteration
System improves with your environment. New framework capabilities ship continuously.
Work With INETCUBE
Buy a Product
Deploy CUBE AIOps or AIRealEstate as a finished operational product in your environment.
Deploy the Framework
Integrate the INETCUBE framework into your internal operational systems. Structured implementation. Your data, your environment, your controls.
Explore a New Domain
If your operations fit the architecture, we can scope what an INETCUBE-based system looks like for your use case.
We do not take on open-ended custom software work. Every engagement follows a structured implementation model.
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