AI & Cloud Security

    AI-Driven Cloud Security & Compliance Automation

    Built an AI-powered multi-cloud security platform for a US-based cloud governance provider, automating security insights and cost optimization with GPT-4 recommendations.

    7-Month Project
    AWS & Azure
    Cloud Security Platform
    $18K
    Avg Monthly Savings
    38%
    Security Improvement
    70%
    Faster Audits
    91%
    AI Suggestion Accuracy

    Key Challenges

    Multi-cloud Complexity

    System needed to simultaneously scan and interpret AWS and Azure environments, pulling configurations, IAM, billing, and network data

    Data Normalization

    Normalize metadata across clouds into unified schemas and dashboards

    Real-time Alerts

    Identify risks, misconfigurations, and cost spikes instantly

    AI Suggestions

    Build an intelligent layer that doesn't just detect issues — but explains why and how to fix them

    Enterprise Scalability

    Support for onboarding dozens of enterprise accounts with complete security

    Platform Performance & Savings

    Cost Savings Per Customer

    ComputeStorageNetworkOther02000400060008000Savings ($)

    Security Issue Distribution

    Security Posture Score Over Time

    Day 1Day 10Day 20Day 30Day 40Day 500255075100Security Score
    • Security Score

    Our Solution

    1Multi-Cloud Scanning Framework

    • Used AWS SDK (Boto3) and Azure SDK to pull metadata on compute, storage, IAM, networking, billing, and audit logs
    • Extract, normalize, and load into central warehouse (Amazon Redshift, Azure Synapse)
    • Support for custom schedule or event-based scans

    2Real-Time Risk & Cost Analysis

    • Compare resource configs with best practices
    • Detect S3 bucket misconfigs, overprovisioned VMs, unused IPs, open ports, expired certs, stale roles
    • Calculate potential monthly savings from rightsizing and scheduling

    3AI-Powered Recommendation Engine

    • Generate human-readable suggestions with justifications using GPT-4
    • Classify severity of issues (critical, high, medium, low)
    • Suggest remediation scripts or IaC changes (e.g., Terraform patches)

    4Security & Compliance Scanning

    • Evaluated against CIS Benchmarks, HIPAA, SOC 2, and custom rules
    • IAM role audits, MFA gaps, expired keys, over-permissioned policies
    • Created PDF & dashboard-style reports for CISO teams

    Example AI Insight:

    "Your EC2 instance i-032fd9f3a3 in us-east-1 is underutilized (5% CPU over last 30 days). Recommended Action: Migrate to t3.micro or schedule stop during off-peak hours. Estimated Monthly Savings: $73.25."

    AI & Cloud Architecture

    Visual representation of our AI-powered security platform and multi-cloud architecture

    Cloud Security Architecture

    Cloud Security Architecture

    Multi-cloud scanning framework with real-time risk detection and compliance monitoring

    AI Recommendation Engine

    AI Recommendation Engine

    GPT-4 powered intelligent suggestions with context-aware remediation strategies

    Multi-Cloud Strategy

    Multi-Cloud Strategy

    Unified governance across AWS and Azure with automated cost optimization

    Results Achieved

    Scan Coverage

    100+ AWS/Azure accounts analyzed per week

    Average Monthly Savings

    $18,200 per customer

    Security Posture Score

    +38% avg. improvement after 30 days

    AI Suggestion Accuracy

    91% approval by DevOps teams

    Compliance Audit Time

    Reduced by 70% with pre-built reports

    Platform Features

    Risk Detection Engine

    Flags misconfigs, open ports, stale IAM users

    AI Suggestion Generator

    Personalized, context-aware suggestions

    Cost Optimization

    Recommendations on instance types, right-sizing

    Compliance Reports

    One-click PDF generation for audits

    Alerts & Automation

    Slack/Email alerts + ServiceNow, Jira integrations

    "

    With this platform, we now deliver deep insights and real savings to our customers — backed by AI that turns raw alerts into meaningful actions. Their team helped us launch faster and smarter.

    VP of Product
    US-based Cloud Security Company