ENTERPRISE COMPLIANCE

Enterprise Compliance Automation: Auditable Remediation That Runs Air-Gapped

Map automated vulnerability triage and remediation to NIST 800-53 controls. Deploy air-gapped with your own AI models. Generate audit evidence with every fix — not every quarter.

Trusted by security teams at regulated enterprises

76%
DEVELOPER MERGE RATE
95%+
FALSE POSITIVE REDUCTION
$50-100K
ANNUAL AUDIT PREP SAVINGS
10+
SCANNER INTEGRATIONS

What Is Enterprise Compliance Automation?

Enterprise compliance automation uses AI-powered tools to triage and remediate security vulnerabilities while generating audit evidence required by FedRAMP, SOC 2, HIPAA, and NIST 800-53. Automated systems produce continuous evidence with every fix — pull request trails, validation logs, and updated SBOMs — replacing quarterly screenshot collection that costs $50-100K annually.

The Compliance Gap — Finding Without Fixing Is Not Compliant

Most security tools satisfy one side of compliance. They find vulnerabilities (NIST 800-53 RA-5). But auditors also require proof you fixed them (NIST 800-53 SI-2). That second control — Flaw Remediation — remains a manual burden for the vast majority of organizations.

Critical
252 days

Mean Time to Remediate

The industry average MTTR means vulnerabilities sit open for months after detection. Auditors compare the finding date to the fix date — a 252-day gap is a compliance failure. Triage automation cuts findings to what actually matters. Remediation automation closes the loop with documented proof.

Source: Industry benchmark data
Warning
$50-100K

Annual Audit Prep Cost

Dedicated compliance analysts spend months collecting evidence that automated triage and remediation generate as a byproduct. Screenshots, manual logs, and quarterly evidence packages cost $50-100K annually in FTE burden. Automated evidence is produced with every fix at zero incremental cost.

Source: Enterprise customer estimates (compliance analyst FTE cost)
Critical
71-88%

False Positive Rate

When most findings are false positives, compliance reports are inflated and unreliable. Teams waste triage cycles on alerts that carry no real risk. Exploitability analysis reduces false positives by 95%+, producing a compliance-ready vulnerability list auditors can trust.

Source: Black Duck 2025, JFrog 2025

Compliance Framework Coverage

Pixee maps automated triage and remediation to specific compliance controls across five major frameworks.

Framework Key Control Manual Process With Pixee
FedRAMP / NIST 800-53 RA-5, SI-2, CA-7, CM-3 Manual scans, manual fixes, manual evidence Automated triage (RA-5) + automated fix (SI-2) + automated evidence (CA-7, CM-3)
SOC 2 Type II CC7.1 (Detection), CC7.2 (Response) Screenshots and manual documentation collected quarterly Continuous evidence — every fix logged in git with validation trail
HIPAA Technical Safeguards, section 164.312 Periodic vulnerability assessments with manual remediation Continuous scanning + automated remediation + audit trail (on-prem available)
PCI-DSS 4.0 Req 6.3.2 (Known Vulnerabilities) Quarterly scans followed by manual patching cycles Continuous remediation with automated validation and evidence
ISO 27001 A.12.6 (Technical Vulnerability Management) Risk assessment followed by manual patching cycles Risk-based prioritization via triage + automated remediation
FedRAMP / NIST 800-53
Key Control RA-5, SI-2, CA-7, CM-3
Manual Process Manual scans, manual fixes, manual evidence
With Pixee Automated triage (RA-5) + automated fix (SI-2) + automated evidence (CA-7, CM-3)
SOC 2 Type II
Key Control CC7.1 (Detection), CC7.2 (Response)
Manual Process Screenshots and manual documentation collected quarterly
With Pixee Continuous evidence — every fix logged in git with validation trail
HIPAA
Key Control Technical Safeguards, section 164.312
Manual Process Periodic vulnerability assessments with manual remediation
With Pixee Continuous scanning + automated remediation + audit trail (on-prem available)
PCI-DSS 4.0
Key Control Req 6.3.2 (Known Vulnerabilities)
Manual Process Quarterly scans followed by manual patching cycles
With Pixee Continuous remediation with automated validation and evidence
ISO 27001
Key Control A.12.6 (Technical Vulnerability Management)
Manual Process Risk assessment followed by manual patching cycles
With Pixee Risk-based prioritization via triage + automated remediation

See the Control Mapping in Action

Walk through RA-5, SI-2, CA-7, and CM-3 control mappings live — see how Pixee generates audit-ready evidence your assessors can verify.

Book a Compliance Briefing

Your Environment, Your Rules

Your compliance requirements dictate your deployment model, not your vendor. Pixee supports four deployment options for any regulatory environment.

DEFAULT

Cloud Deployment

Pixee SaaS with data processed in Pixee infrastructure. Fastest time to value with lowest operational overhead. SOC 2 Type II compliant infrastructure.

Best for: SaaS companies, SOC 2 environments, teams prioritizing speed

ON-PREMISE

Self-Hosted Deployment

Full Pixee platform in your infrastructure via Embedded Cluster (K3s-based) or Helm to your existing Kubernetes. Data never leaves your network. Requirements: 8 vCPU, 32 GB RAM, 100 GB SSD, PostgreSQL 17.4+.

Best for: Enterprises with data residency requirements, financial services

ISOLATED

Air-Gapped Deployment

Complete isolation via offline bundle installation. No internet connectivity required at any stage. Triage and remediation run entirely within your classified or sensitive environment. Full audit evidence generated locally.

Best for: Government, defense contractors, critical infrastructure

AI GOVERNANCE

BYOM Deployment

Use your own AI infrastructure — Azure OpenAI with private endpoints, Databricks with on-prem models, or your own LLMs. Code never leaves your network. Every AI-generated fix includes a complete, auditable decision trail.

Best for: Financial services, healthcare, organizations with AI governance requirements

Audit Evidence Automation

Every triage decision and every fix generates audit-ready evidence. No manual collection. No screenshots. No quarterly documentation sprints.

Evidence Type What Pixee Captures Format Audit Use
Pull Request Full code diff, reviewer identity, approval timestamp, merge status Git / GitHub / GitLab / Azure DevOps Proof of remediation (SI-2)
Triage Decision Exploitability analysis results, risk classification, reasoning Structured report Proof of risk-based prioritization (RA-5)
Validation Log Three-layer validation: static analysis, contextual checks, pattern matching JSON Proof of quality assurance
Test Results CI/CD pipeline pass/fail status post-merge CI report Proof of non-regression
SBOM Update Pre/post dependency changes, vulnerability resolution status CycloneDX / SPDX Supply chain compliance (EO 14028)
Audit Trail Who approved, when, why — complete change management history Git history Change management evidence (CM-3)
Pull Request
What Pixee Captures Full code diff, reviewer identity, approval timestamp, merge status
Format Git / GitHub / GitLab / Azure DevOps
Audit Use Proof of remediation (SI-2)
Triage Decision
What Pixee Captures Exploitability analysis results, risk classification, reasoning
Format Structured report
Audit Use Proof of risk-based prioritization (RA-5)
Validation Log
What Pixee Captures Three-layer validation: static analysis, contextual checks, pattern matching
Format JSON
Audit Use Proof of quality assurance
Test Results
What Pixee Captures CI/CD pipeline pass/fail status post-merge
Format CI report
Audit Use Proof of non-regression
SBOM Update
What Pixee Captures Pre/post dependency changes, vulnerability resolution status
Format CycloneDX / SPDX
Audit Use Supply chain compliance (EO 14028)
Audit Trail
What Pixee Captures Who approved, when, why — complete change management history
Format Git history
Audit Use Change management evidence (CM-3)

Cost Comparison: Manual vs. Automated Evidence

Cost Category Manual Process With Pixee
Annual audit evidence collection $50-100K (dedicated compliance analyst FTE) $0 incremental (generated as remediation byproduct)
Time per finding 5–10 hours manual triage + documentation Minutes (automated triage + fix + evidence)
Evidence freshness Quarterly snapshots (stale by audit day) Real-time, continuous (always current)

How Pixee Maps to NIST 800-53 Controls

Pixee’s automated triage and remediation workflow maps directly to four NIST 800-53 controls. This is procurement documentation, not marketing.

01 TRIAGE

RA-5 — Vulnerability Monitoring and Scanning

Pixee ingests findings from 10+ scanning tools (SAST, SCA, DAST) and applies exploitability analysis — assessing security controls, deployment context, and code path reachability. Result: 95%+ reduction in false positives, producing a compliance-ready list of vulnerabilities that require remediation.

02 REMEDIATION

SI-2 — Flaw Remediation

For each verified vulnerability, Pixee generates a context-aware fix matching your codebase conventions — import styles, naming patterns, validation libraries. Not generic patches. Developers merge 76% of fixes without modification, creating documented proof of remediation that satisfies SI-2.

03 MONITORING

CA-7 — Continuous Monitoring

Pixee monitors repositories continuously, not on quarterly scan schedules. New vulnerabilities from updated dependencies, new code commits, or newly disclosed CVEs are triaged and addressed as they appear — eliminating compliance drift between assessment periods.

04 CHANGE CONTROL

CM-3 — Configuration Change Control

Every fix is a pull request with full change management metadata: who requested, what changed, validation results, reviewer approval, merge timestamp. This PR-based workflow satisfies CM-3 requirements without additional documentation overhead.

Expert Perspective

“Regulated enterprises cannot use tools that send code to unknown AI providers. We built Pixee with air-gapped deployment and BYOM support from day one — not as an afterthought. Your code stays in your infrastructure, and every AI-generated fix has a complete audit trail.”

AD

Arshan Dabirsiaghi

CTO at Pixee • Former OWASP Board Member

Frequently Asked Questions

Pixee maps to four NIST 800-53 controls required by FedRAMP. Triage automation satisfies RA-5 (Vulnerability Monitoring) by reducing false positives 95%+ through exploitability analysis. Automated remediation satisfies SI-2 (Flaw Remediation) with a 76% developer merge rate. Continuous monitoring addresses CA-7, and the PR-based workflow satisfies CM-3 (Change Control). Every fix generates audit-ready evidence automatically. Pixee is not FedRAMP authorized; it maps automated capabilities to FedRAMP-required controls.
Yes. Pixee offers full air-gapped deployment via offline bundle installation requiring no internet connectivity at any stage. Triage, remediation, and evidence generation all happen locally within your isolated environment. This deployment model is used by government agencies, defense contractors, and critical infrastructure operators.
BYOM (Bring Your Own Model) means Pixee uses your AI infrastructure — Azure OpenAI with private endpoints, Databricks with on-premises models, or your own LLMs — instead of sending code to third-party AI providers. For industries with data handling restrictions (HIPAA, FedRAMP, banking regulations), BYOM ensures code analysis and fix generation happen entirely within your governance perimeter.
Yes. Every triage decision and every fix generates structured evidence: pull requests with full code diffs, validation logs, CI/CD test results, and SBOM updates. This maps to SOC 2 CC7.1 (Detection) and CC7.2 (Response). Instead of quarterly screenshot collection, audit evidence stays current with every code change at zero incremental cost.
NIST 800-53 SI-2 requires organizations to fix identified security flaws within defined timeframes, test fixes, and incorporate them into configuration management. Pixee generates context-aware code fixes (not generic patches) that developers merge at a 76% rate. Each fix includes automated validation (three-layer testing), is delivered via pull request (change management), and generates a complete audit trail. This addresses all three SI-2 requirements: fix, test, document.
Choose based on data handling requirements. Cloud (SaaS): No data residency restrictions — fastest deployment, lowest overhead. Self-Hosted: Data must remain in your network — Embedded Cluster (K3s) or Helm options. Air-Gapped: Classified or sensitive environments requiring complete network isolation. BYOM: AI governance requirements — use your own models with any deployment model. Most regulated enterprises start with Self-Hosted or Air-Gapped, adding BYOM when AI governance committees require it.