Kubernetes Security Posture Management (KSPM)

Enterprise-grade, CNAPP-compliant platform for Kubernetes-native compliance, threat detection, and observability—powered by Lacework’s Polygraph engine. Secure AWS, GCP, and hybrid Kubernetes environments with confidence.

Product Leadership & Vision

Role

Senior Product Manager leading KSPM portfolio—roadmap, compliance features, and observability tools.

Collaboration

Worked across three engineering teams, integrating with Lacework's CNAPP suite for seamless security coverage.

Impact

Drove Kubernetes security innovation for enterprise and federal customers.

Customer Challenges

Limited Visibility

Security teams struggled to monitor Kubernetes API activity and RBAC misconfigurations.

Compliance Gaps

Existing CSPM tools lacked robust Kubernetes support, leading to missed threats and audit issues.

Audit Readiness

Difficulty maintaining compliance posture across clusters.

Personas & Use Cases

DevSecOps Lead

Needs real-time compliance alerts across 50+ clusters.

Cloud Security Architect

Wants visibility and control over RBAC and policy changes.

Compliance Manager

Requires automated CIS reports for Kubernetes workloads.

Customer Journey

1

Connect Clusters

Admin links Kubernetes clusters to Lacework via Helm/agent.

2

Data Ingestion

Node, master, and audit log data collected for analysis.

3

Policy Matching

Policies checked against CIS benchmarks.

4

Threat Visualization

Polygraph engine visualizes activity and threats.

5

Real-Time Response

Teams act on findings instantly.

Innovative Security Approach

Compliance Engine

Parsed Kubernetes metadata against CIS controls for automated compliance.

Audit Log Ingestion

Enabled deep visibility into API activity and threats.

Policy Preview

Test controls before enforcement for safer rollouts.

Polygraph Integration

Correlated findings for actionable threat insights.

AI & Data Strategy

1
1

ML Anomaly Detection

Polygraph’s engine analyzes Kubernetes audit logs for threats.

2
2

LLM Exploration

Considering LLM-based summaries for compliance findings.

3
3

Data Pipeline

Agent, node, and master data normalized and mapped to CIS/NIST rules.

4
4

Visual Outputs

Findings displayed as compliance scores, threat detections, and graphs.

Business Impact & Results

$3M+

Enterprise ARR

Directly enabled $3M+ in CNAPP enterprise deals.

$40M

Security Posture Management Revenue

Contributed to $40M in security posture management revenue.

40%

Feature Coverage

Achieved 40% coverage of top customer requests in first release.

5%

Adoption Growth

5% increase in Kubernetes-enabled account adoption.

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