01
Intelligent Observability
Bring metrics, logs, traces, events and infrastructure signals into a more unified operational view.
AI & AIOps
Make IT Operations More Intelligent, Proactive and Automated
Modern IT environments generate enormous amounts of telemetry across applications, servers, networks, databases and cloud platforms. VBROS helps organizations turn that operational data into actionable intelligence through observability, AI-assisted analytics, event correlation and automation.
Capabilities
Core solution capabilities
Technical and operational capabilities that can be combined around the workload or business requirement.
02
Event Correlation
Group related alerts and events to reduce noise and improve incident visibility.
03
Anomaly Detection
Identify unusual application, infrastructure and network behavior before it becomes a larger operational issue.
04
Root-Cause Analysis
Correlate application, infrastructure and dependency data to help engineers investigate incidents faster.
05
Automated Remediation
Connect approved runbooks and workflows to known operational events.
06
Predictive Operations
Use historical and real-time telemetry to identify patterns that may indicate capacity, performance or availability issues.
Technical Architecture
How the solution works technically
Technical design is aligned to workload requirements, integration points, operational controls, security and long-term maintainability.
Operational Data Layer
Collect and normalize telemetry before AI or automation consumes it.
- Metrics, logs, traces and events
- Service and dependency topology
- Change and deployment signals
Intelligence Layer
Correlate operational signals and apply analytics to prioritize meaningful events.
- Event correlation
- Anomaly detection
- Incident prioritization
- Root-cause analysis
Automation Layer
Connect detection to controlled workflows and approved remediation actions.
- Runbooks and playbooks
- Webhook/API automation
- Jenkins or GitHub Actions workflows
Operations Controls
Keep AI-assisted operations observable, auditable and governed.
- Role-based access
- Change approval
- Audit trails
- Operational dashboards
Technology Ecosystem
Technology that supports the solution
Publish only the platforms VBROS can genuinely deliver, implement or support.
Observability
OpenTelemetry • Prometheus • Grafana • Elastic • Datadog
Cloud Monitoring
AWS CloudWatch • Azure Monitor • Google Cloud Operations
Automation
Ansible • Terraform • Jenkins • GitHub Actions
AI
AWS AI/ML Services • Azure AI • Google Cloud AI • Approved GenAI APIs
Containers
Docker • Kubernetes • Amazon EKS • Azure AKS
FAQ
Frequently asked questions
Does AIOps replace IT teams?
No. It reduces repetitive operational work and provides better context for engineers.
Does AIOps require replacing existing monitoring tools?
Not necessarily. AIOps can complement existing monitoring and observability platforms.
Can AIOps work with AWS and Azure?
Yes, architectures can aggregate telemetry across cloud, on-premises and hybrid environments.
What data is required?
Metrics, logs, traces, events, topology and change information are typical inputs.
Start a Conversation
Ready to improve your ai & aiops environment?
Talk to VBROS about your current environment, business priorities and the next practical step.