BigID vs PrivacyScrubber
Side-by-side comparison of framework coverage, pricing, capabilities, and target customers. Last checked September 2026.
https://aicompliancevendors.com/compare/bigid-vs-privacyscrubberBigID
Enterprise Data Security Platform for DSPM & AI — enterprise-scale data discovery, security, and compliance.
BigID is an enterprise data security and AI governance platform that uses patented AI-driven classification to discover, classify, and govern sensitive data across cloud, SaaS, on-premises, and AI environments. Its AI governance capabilities include shadow AI discovery, AI model inventory, employee AI access governance, AI security posture management (AISPM), secure data pipelines for AI training, and compliance tooling for EU AI Act and NIST AI RMF. BigID also provides comprehensive data privacy, DSPM, DLP, and data minimization capabilities for regulated industries.
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: EU AI Act, GDPR Art. 22, HIPAA, PCI DSS
- Only BigID covers: NIST AI RMF
- Only PrivacyScrubber covers: ISO 27001, SOC 2
- Shared capabilities: 0 of 12 listed.
Want our editorial take? Email the editors or read our methodology.
At a glance
| Attribute | BigID | PrivacyScrubber |
|---|---|---|
| Founded | 2016 | Undisclosed |
| Headquarters | New York, United States | United States |
| Employees | 501-1000 | Undisclosed |
| Funding | $306M total; most recent: $60M Series E (Riverwood Capital) | Undisclosed |
| Pricing | Contact for pricing | Contact for pricing |
| Website | Visit site | Visit site |
Framework coverage
| Framework | BigID | PrivacyScrubber |
|---|---|---|
| EU AI Act | Partial | Partial |
| GDPR Art. 22 | Partial | Partial |
| HIPAA | Partial | Partial |
| ISO 27001 | — | Partial |
| NIST AI RMF | Partial | — |
| PCI DSS | Certified | Partial |
| SOC 2 | — | Partial |
Capabilities
| Capability | BigID | PrivacyScrubber |
|---|---|---|
| AI Governance | — | ✓ |
| AI Model Inventory | ✓ | — |
| Audit Evidence Collection | ✓ | — |
| Audit Logging | ✓ | — |
| Bias & Fairness Testing | ✓ | — |
| Data Lineage | ✓ | — |
| LLM Guardrails | ✓ | — |
| Policy Management | ✓ | — |
| Regulatory Intelligence | ✓ | — |
| Risk Assessment Workflow | ✓ | — |
| Third-Party AI Risk Management | ✓ | — |
| Third-Party AI Vendor Risk | ✓ | — |
Industries served
BigID
- Financial Services
- Healthcare
- Insurance
PrivacyScrubber
- Financial Services
- Healthcare
- Insurance
- Government & Public Sector
- Employment & HR
- Education
- Legal Services
- SaaS & Technology
- Defense & National Security
Integrations
BigID
- None listed
PrivacyScrubber
- None listed
Frequently asked
What is the difference between BigID and PrivacyScrubber?+
BigID is Enterprise Data Security Platform for DSPM & AI — enterprise-scale data discovery, security, and compliance; 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 (4 shared, 1 unique to BigID, 2 unique to PrivacyScrubber), pricing model, and capability overlap.
How do BigID and PrivacyScrubber pricing compare?+
BigID: Pricing not publicly disclosed. PrivacyScrubber: Pricing not publicly disclosed.
Which AI compliance frameworks do BigID and PrivacyScrubber both support?+
Both vendors document support for EU AI Act, GDPR Art. 22, HIPAA, PCI DSS. Coverage strength varies; see the framework matrix below.
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Editorial independence: This comparison is free and was not paid for by either vendor. See our methodology.