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System Design Masterclass · Data Governance Compliance
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Your company passes a SOC 2 audit in January. Everything is in order: access controls are tight, encryption is everywhere, audit logs are complete. By June, the reality has drifted:
None of these were malicious. All of them are compliance violations. And nobody noticed because compliance was treated as a point-in-time audit, not an ongoing process.
Compliance monitoring is the practice of continuously verifying that your systems, processes, and configurations meet regulatory requirements. Not just on audit day, but every day. Vanta, Drata, and Lacework have built entire businesses around this problem because manual compliance checking at scale is impossible. A typical mid-size company has 500+ cloud resources, 50+ IAM roles, and 20+ third-party integrations. Checking each one manually each quarter takes weeks. Checking them automatically takes minutes.
| Compliance Area | What to Check | How to Check |
|---|---|---|
| Access control | Are permissions following least privilege? Are inactive accounts disabled? | Automated IAM audits, access review workflows, stale account detection |
| Encryption | Is all data encrypted at rest and in transit? Are certificates valid? Are keys rotated? | Automated scans for unencrypted storage, certificate expiry alerts, key rotation tracking |
| Audit logging | Are audit logs being generated? Are they tamper-proof? Is retention correct? | Log volume monitoring (zero logs = broken logging), integrity verification, retention policy checks |
| Data retention | Is data being deleted according to policy? Are there expired records? | Automated retention scans, data age reports, deletion cascade verification |
| Vulnerability management | Are dependencies patched? Are there known CVEs in production? | Dependabot, Snyk, automated security scanning in , container image scanning |
| Third-party compliance | Do all vendors have appropriate DPAs? Are they SOC 2 compliant? | Vendor inventory with certification tracking, annual recertification reminders |
| Configuration drift | Have security configurations changed from the approved baseline? | IaC drift detection ( plan), policy-as-code, CloudTrail change monitoring |
The hidden metric: time-to-detection. How long does it take from when a compliance violation occurs to when someone knows about it? Manual audits: 3-12 months. Continuous monitoring: minutes. That gap is where breaches and regulatory penalties live.