AI-Driven Cloud Compliance Gap Detection
Continuous SOC 2, ISO 27001, HIPAA, and PCI gap analysis across your cloud estate, with prioritized remediation plans.
AWS
Azure
GCPThe problem today
Your auditor asks: 'show me evidence that every production database has encryption at rest.' You open a spreadsheet, run a half-dozen CLI commands, paste screenshots, and three days later deliver the answer, which is already out of date. Multiply that across 200+ controls across SOC 2, ISO 27001, and whatever your customers contractually require, and compliance engineering becomes full-time spreadsheet-wrangling.
How AI agents solve it
The Security Agent maintains a live control mapping between each framework's requirements and your cloud resources. Encryption-at-rest on production databases isn't a quarterly check. It's a continuously-evaluated control with a green/red state and a history. The Architecture Reviewer cross-checks the control map against your actual architecture to catch gaps the frameworks don't name explicitly. Gaps are ranked by framework priority and auditor timeline.
Who this is for: GRC and security leaders preparing for SOC 2, ISO 27001, HIPAA, or PCI audits
Manual workflow vs. Security Agent
Manual workflow
- Spreadsheet-driven quarterly gap analysis
- CLI commands run ad-hoc to answer auditor questions
- Evidence stale the moment it's produced
- Gaps between audits only surface when an incident happens
- No cross-framework view, so every framework is audited in isolation
With the Security Agent
- Every control continuously evaluated across your cloud estate
- Evidence packages exported on demand with live data
- Framework mappings shared: one control serves multiple frameworks
- Gaps ranked by framework deadline and impact
- Architecture Reviewer finds gaps the frameworks don't name
How the Security Agent runs this
- 01
Security Agent loads the control catalogs for each framework in scope
- 02
Map each control to queryable cloud-resource conditions
- 03
Continuously evaluate every control against the live cloud estate
- 04
Architecture Reviewer cross-checks for architectural gaps not named in any framework
- 05
Rank open gaps by framework deadline and blast radius
- 06
Generate prioritized remediation plans with owning teams
- 07
Export audit evidence packages on demand with full timestamps
Measurable impact
Cuts audit preparation time from weeks to hours
Reduces duplicated work across overlapping frameworks by ~70%
Catches architectural gaps that raw framework checklists miss
Shifts compliance from reactive firefighting to continuous posture management
Agents involved
Governed by the AI Gateway
Every agent action in this use case is audited, policy-checked, and cost-tracked
Structura's AI Gateway sits between every agent and the underlying LLM providers. Every decision made during this use case. Every plan review, every policy check, every fix PR, is routed through guardrails, logged to an immutable audit trail, and evaluated against NIST AI RMF and AIUC-1 controls.
Learn about the AI GatewayRelated use cases
Keep automating
Container Image Vulnerability Scanning with AI Agents
Every container image scanned with Trivy, findings triaged by exploitability and reachability, and fix PRs opened automatically.
CIS Benchmark Automation with AI Agents
Continuous CIS benchmark compliance across AWS, Azure, and GCP, with auto-remediation for low-risk controls and audit-ready evidence.
OPA Policy Enforcement at Deploy Time with AI
Real-time OPA policy evaluation against every deploy, with context-aware explanations instead of cryptic Rego denials.
See this use case in a live demo
We'll walk you through exactly how the Security Agent handles this in a real environment with your stack, your policies, and your constraints.