Best Sensitive Data Discovery Software in 2026
Dataedo is software for discovering, documenting, and sharing data knowledge through a centralized data catalog.
IRI DarkShield finds, classifies, extracts, reports on, and masks sensitive information across structured, semi-structured, and unstructured data.
- 4
DataSunrise
DataSunrise is a data, AI, and database security platform for organizations protecting sensitive information across on-premises, cloud, and hybrid environments.
WebLinuxSelf-hostedWindows6.1 - 5

ActiveNav Discovery Center
ActiveNav Discovery Center indexes and analyzes files in source repositories, then provides reports and actions based on those results.
WebWindows6.0 - 6
Siberson Data Security Posture Management
AndroidiOSWebAPI6.0 - 7

Teleskope Understand
Teleskope Understand is a sensitive-data classification product for security teams.
WebAPISelf-hosted6.0 - 8

Ground Labs Enterprise Recon
Ground Labs Enterprise Recon discovers sensitive information across structured and unstructured environments so organizations can manage it for…
WebAPILinuxmacOS5.9 - 9

PK Protect
PK Protect is PKWARE’s enterprise data security platform for finding and protecting sensitive information across endpoints, servers, cloud services,…
LinuxmacOSSelf-hostedWindows5.8 - 10

Amazon Macie
Amazon Macie is a cloud service that discovers sensitive information in Amazon S3 and highlights data security risks.
WebAPI5.7 - 11
Thales CipherTrust Data Discovery and Classification
WebLinuxWindows5.1 - 12
Netwrix Data Classification
WebWindows5.0 - 13
IBM Guardium
Web4.9 - 144.8
- 154.8
- 164.7
- 174.7
- 184.7
- 194.6
- 204.5
- 214.3
