Alert Intelligent Framework using Microsoft Azure Security & AI Powered Dashboards

YASH’s Alert Intelligent Framework transforms Azure security alert management by unifying signals from Microsoft Defender XDR, Defender for Cloud, Sentinel, Entra ID, and platform logs. It correlates events into actionable incidents, enriched with context such as workload sensitivity, identity privilege, and attack stage. With AI‑driven prioritization and intuitive visualization, it delivers a single, intelligent operations view reducing MTTD and MTTR while maximizing the value of Microsoft security investments.

Assessment Phase

Activities

• Assessment of existing security alert sources across Defender XDR, Defender for Cloud, Sentinel, and Azure Monitor.
• Baseline analysis of alert volume, duplication, false positives, and response effectiveness
• Identification of critical assets, privileged identities, and high‑risk workloads for prioritization.
• Review of current SOC processes, escalation paths, and automation maturity.
• Dashboard and reporting requirements gathering for SOC and executive stakeholders.

Deliverables

• Alert intelligence maturity assessment report.
• Alert noise and duplication analysis with optimization opportunities.
• Priority use‑cases for alert correlation and AI‑based scoring.
• Dashboard design blueprint aligned to operational and leadership needs.

Implementation Phase

Activities

• Configure centralized alert ingestion and normalization from Microsoft security services
• Implement AI‑assisted correlation, enrichment, and deduplication logic
• Define risk‑based alert scoring using asset criticality, identity risk, and threat severity
• Develop AI‑powered dashboards using Azure Monitor Workbooks and Power BI:
  • SOC operations dashboard
  • Cloud security risk and exposure dashboard
  • Executive and CISO dashboard
• Configure SOAR automation using Microsoft Sentinel playbooks and Azure Logic Apps
• Integrate alerts with ITSM tools (e.g., ServiceNow, Jira) and/or third‑party SIEM/SOAR platforms

Deliverables.

• Fully configured Alert Intelligent Framework on Azure
• Correlated and prioritized incident views across cloud workloads
• Role‑based dashboards for SOC analysts and leadership
• Automated alert response playbooks and documentation
• Integration runbooks and knowledge transfer for operations teams

BAU (Business‑as‑Usual) Phase

Activities

• Continuous monitoring of alert trends, severity distribution, and SOC effectiveness
• Periodic tuning of correlation logic, prioritization thresholds, and dashboards
• Monthly security operations reviews and alert optimization recommendations
• Ongoing support for threat hunting and incident investigations via Microsoft Sentinel
• Alignment with evolving threat landscape and Microsoft security roadmap

Deliverables

• Weekly or monthly alert intelligence and trend reports
• Updated dashboards reflecting new threats and environment changes
• Alert optimization and SOC efficiency recommendations
• Incident summaries and lessons learned (where applicable)
• Strategic advisory notes with a prioritized improvement backlog

Assumptions

• Azure‑centric or hybrid environments using Microsoft Defender and Sentinel
• Typical enterprise alert volumes from cloud, identity, endpoint, and network telemetry
• Designed for mid‑size to large SOC teams; extendable to MSSP style operations

Duration

• Assessment & Implementation: 2–3 weeks depending on alert sources, automation scope, and dashboard complexity
• BAU Support: Ongoing based on operational requirements