Drata vs PrivacyScrubber
Side-by-side comparison of framework coverage, pricing, capabilities, and target customers. Last verified September 2026.
https://aicompliancevendors.com/compare/drata-vs-privacyscrubberDrata
Modern GRC, Compliance & Trust Automation
Drata is a compliance automation platform that continuously monitors security controls, automates evidence collection, and supports multiple frameworks including SOC 2, ISO 27001, HIPAA, GDPR, PCI DSS, and ISO 42001 for AI management systems. It differentiates through AI-powered features like policy-to-control mapping, questionnaire automation, and risk workflows, targeting enterprises needing scalable GRC to accelerate audits, manage vendor risks, and demonstrate trust. Typical buyers are security and compliance teams in SaaS, tech, and regulated sectors; recent developments include opening a San Francisco HQ and SafeBase acquisition for enhanced trust centers.
PrivacyScrubber
Local PII detection, tokenization, and reversible redaction for AI prompts, documents, files, and developer workflows before they hit LLMs.
PrivacyScrubber locally detects, tokenizes, and reversibly redacts personally identifiable information from AI prompts, documents, files, and developer workflows before they are sent to LLMs. Positioned as a client-side preprocessing layer for teams sending sensitive text to hosted models.
What the data shows
We haven't published an editorial verdict on this pair yet. The comparison below is built from public vendor materials and our taxonomy — no editorialized ranking.
- Shared framework coverage: GDPR Art. 22, HIPAA, SOC 2
- Only Drata covers: ISO/IEC 42001, NIST AI RMF
- Only PrivacyScrubber covers: EU AI Act, ISO 27001, PCI DSS
- Shared capabilities: 0 of 7 listed.
Want our editorial take? Email the editors or read our methodology.
At a glance
| Attribute | Drata | PrivacyScrubber |
|---|---|---|
| Founded | 2020 | Undisclosed |
| Headquarters | San Francisco, United States | United States |
| Employees | 501-1000 | Undisclosed |
| Funding | $328M total (Series C, 2022) | Undisclosed |
| Pricing | Contact for pricing | Contact for pricing |
| Website | Visit site | Visit site |
Framework coverage
| Framework | Drata | PrivacyScrubber |
|---|---|---|
| EU AI Act | — | Partial |
| GDPR Art. 22 | Partial | Partial |
| HIPAA | Comprehensive | Partial |
| ISO 27001 | — | Partial |
| ISO/IEC 42001 | Comprehensive | — |
| NIST AI RMF | Comprehensive | — |
| PCI DSS | — | Partial |
| SOC 2 | Certified | Partial |
Capabilities
| Capability | Drata | PrivacyScrubber |
|---|---|---|
| AI Governance | — | ✓ |
| Audit Evidence Collection | ✓ | — |
| LLM Guardrails & Content Filtering | ✓ | — |
| Model Monitoring | ✓ | — |
| Policy Management | ✓ | — |
| Risk Assessment Workflow | ✓ | — |
| Third-Party AI Risk Management | ✓ | — |
Industries served
Drata
- SaaS & Technology
- Financial Services
- Healthcare
- Government & Public Sector
PrivacyScrubber
- Financial Services
- Healthcare
- Insurance
- Government & Public Sector
- Employment & HR
- Education
- Legal Services
- SaaS & Technology
- Defense & National Security
Integrations
Drata
- Okta
- Slack
- GitHub
- AWS SageMaker
- Google Vertex AI
- Microsoft Entra ID
- Rippling
PrivacyScrubber
- None listed
Frequently asked
What is the difference between Drata and PrivacyScrubber?+
Drata is Modern GRC, Compliance & Trust Automation; PrivacyScrubber is Local PII detection, tokenization, and reversible redaction for AI prompts, documents, files, and developer workflows before they hit LLMs. The full side-by-side covers framework coverage (3 shared, 2 unique to Drata, 3 unique to PrivacyScrubber), pricing model, and capability overlap.
How do Drata and PrivacyScrubber pricing compare?+
Drata: Pricing not publicly disclosed. PrivacyScrubber: Pricing not publicly disclosed.
Which AI compliance frameworks do Drata and PrivacyScrubber both support?+
Both vendors document support for GDPR Art. 22, HIPAA, SOC 2. Coverage strength varies; see the framework matrix below.
Get quotes from both
Want a side-by-side proposal? Send a single structured request to Drata and PrivacyScrubber and each will reply with scope, pricing, and timelines. You'll see exactly what we share before submitting.
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Editorial independence: This comparison is free and was not paid for by either vendor. See our methodology.