The Process

How AI SPM Works

Three intelligent stages work in concert to keep your cloud security posture hardened around the clock, with no manual intervention required.

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1. Discover

AI-driven asset discovery scans across AWS, Azure, GCP, Kubernetes, and 9 more providers to build a real-time inventory of every resource, identity, and network path. Shadow IT and orphaned resources are surfaced automatically.

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2. Analyze

Machine learning models correlate findings across 900+ security checks, mapping blast radius and attack paths with graph-based analysis. Each risk is scored by exploitability, business impact, and environmental context.

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3. Remediate

AI generates precise remediation code in Terraform, CloudFormation, or native CLI. One-click fixes for common misconfigurations, with guided playbooks for complex issues. Every action is auditable and reversible.

AI Assistant

Lighthouse AI Assistant

Your always-on security expert. Ask questions in plain English, get actionable answers with remediation code, context-aware explanations, and deep cloud expertise.

Conversational Security

Ask Anything About Your Cloud Security

Lighthouse understands your infrastructure context and provides tailored guidance. Powered by multi-LLM support, it selects the best model for each query to deliver accurate, actionable intelligence.

Natural language security queries — ask questions like "Which S3 buckets are publicly accessible?" and get instant answers
AI-generated remediation code — receive ready-to-apply Terraform, CloudFormation, and CLI fixes for every finding
Context-aware explanations — understand why a finding matters with business impact analysis and compliance mapping
Multi-LLM support — leverages GPT-4, Claude, and specialized security models to ensure the highest accuracy
lighthouse — AI security assistant
user $ Which IAM roles have excessive permissions?
 
Lighthouse: Found 3 IAM roles with overly broad policies:
 
CRITICAL dev-admin-role
Policy grants *:* (full admin access)
Last used: 47 days ago
 
Suggested fix:
+ Apply least-privilege policy scoped to s3, ec2
- Remove Action: "*" / Resource: "*"
Risk Intelligence

AI-Powered Risk Scoring

ThreatScore goes beyond simple severity labels. Our AI weighs multiple risk dimensions to surface the findings that truly matter to your business.

ThreatScore™ Breakdown
87
out of 100 — Critical Risk
Exploitability 95/100
Blast Radius 82/100
Business Impact 88/100
Environmental Context 74/100
Compliance Weight 68/100
ThreatScore™

Prioritize What Truly Matters

Traditional scanners flood you with alerts. ThreatScore uses AI to calculate a weighted composite risk score across five dimensions, so your team focuses on the vulnerabilities that pose the greatest real-world danger.

Exploitability — how easily an attacker can leverage this finding using known techniques
Blast Radius — the scope of resources and data reachable if this finding is exploited
Business Impact — revenue, data sensitivity, and operational disruption potential
Environmental Context — is this a production workload, internet-facing, or a dev sandbox?
Compliance Weight — how many regulatory frameworks does this finding violate?
Always Watching

Continuous Monitoring

Cloud environments change every minute. Axiom AI SPM monitors your posture in real time, detecting drift and new risks the moment they appear.

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Real-Time Drift Detection

AI compares your live infrastructure state against your desired security baseline. Any configuration drift — whether from manual changes, IaC deployments, or API calls — triggers an immediate alert with full context.

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Posture Trend Analysis

Track your security posture score over time with AI-powered trend analysis. Identify whether your cloud environment is improving or degrading, and pinpoint the teams, services, or regions driving the change.

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Intelligent Alerting

No more alert fatigue. AI groups related findings into actionable incidents, deduplicates noise, and routes critical issues to the right team via Slack, PagerDuty, Jira, or your existing workflow tools.

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Compliance Drift Alerts

When a change causes your environment to fall out of compliance with CIS, SOC2, HIPAA, or any of 40+ frameworks, you are notified instantly with the specific control that was violated and how to fix it.

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Identity Behavior Monitoring

AI tracks IAM role usage patterns to detect anomalous access — unused high-privilege roles, sudden permission escalations, and cross-account access that deviates from established baselines.

Scheduled Deep Scans

Layer continuous monitoring with scheduled full-depth scans across all providers. Configure daily, weekly, or custom cadences with automatic report generation and executive summary distribution.

Ready to Deploy AI-Powered Security?

See how Axiom AI SPM can transform your cloud security posture. Get a customized quote and discover why enterprises trust Axiom to secure their most critical infrastructure.

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