Presidio
Context‑aware, extensible SDK for detecting and redacting PII
- Stars
- 6,247
- License
- MIT
- Last commit
- 3 days ago
PythonActive
Best Data Discovery & Classification Tools
Explore leading tools in the Data Discovery & Classification category, including open-source options and SaaS products. Compare features, use cases, and find the best fit for your workflow.
5 open-source projects · 4 SaaS products
Top open-source Data Discovery & Classification
These projects are active, self-hostable choices for knowledge management teams evaluating alternatives to SaaS tools.
DataProfiler
Instantly profile data and uncover hidden sensitive information
- Stars
- 1,529
- License
- Apache-2.0
- Last commit
- 2 months ago
PythonActive
- Stars
- 715
- License
- Unknown
- Last commit
- 10 months ago
PythonStable
- Stars
- 458
- License
- Unknown
- Last commit
- 18 days ago
PythonActive
- Stars
- 327
- License
- Apache-2.0
- Last commit
- 1 year ago
PythonDormant
Recently updated
3 days ago
Presidio provides a pluggable framework to identify, mask, and anonymize personally identifiable information in text, images, and structured data, supporting custom recognizers, multiple languages, and deployment via Python, Docker, or Kubernetes.
Popular SaaS Platforms to Replace
Understand the commercial incumbents teams migrate from and how many open-source alternatives exist for each product.
Amazon Macie
Managed sensitive data discovery and protection for Amazon S3.
Data Discovery & Classification
Alternatives tracked
5 alternatives
BigID
Data intelligence platform focused on data privacy, security, and governance through sensitive data discovery and classification
Data Discovery & Classification
Alternatives tracked
5 alternatives
OneTrust
Unified trust platform for privacy, consent, data governance, and compliance automation.
Compliance Automation & GRCData Discovery & Classification
Alternatives tracked
5 alternatives
Securiti
DSPM and Data+AI security platform for discovery, classification, and governance.
Data Discovery & ClassificationCompliance Automation & GRC
Alternatives tracked
5 alternatives
Most compared product
5 open-source alternatives
Amazon Macie uses ML and pattern matching to automatically discover, classify, and monitor sensitive data in S3, providing visibility into risks and enabling automated protection.
Leading hosted platforms
Frequently replaced when teams want private deployments and lower TCO.
Explore related categories
Browse neighbouring categories in Security to widen your evaluation.
- Application Security Testing (SAST/DAST/SCA)Static/dynamic analysis and dependency (SCA) scanning for application vulnerabilities.
- Compliance Automation & GRCAutomated controls, evidence collection and audits for SOC 2, ISO 27001, HIPAA and more.
- Container SecurityContainer image scanning and Kubernetes security tools for supply chain protection.
- Identity & SSOIdentity and single sign-on (SSO) servers for authentication and user management.
- Secrets ManagementVaults and key management systems for secure storage of credentials and secrets.
- SIEM & Threat DetectionSecurity information and event management platforms for threat monitoring and analysis.