17.5
AndroidiOSAPI
Best Sensitive Data Discovery Software in 2026
These tools are used to find and classify sensitive information across structured and unstructured data. The chart compares cloud environments, data source connectors, custom classification and remediation actions. Before choosing a tool for a Xiaomi, Redmi or POCO phone, check whether it offers an Android app or a mobile-friendly web console. Listed access options span web, Windows, self-hosted, Linux, API and…
26.5
Dataedo is software for discovering, documenting, and sharing data knowledge through a centralized data catalog.
WebExtensionSelf-hosted
36.3
IRI DarkShield finds, classifies, extracts, reports on, and masks sensitive information across structured, semi-structured, and unstructured data.
APILinuxmacOS
- 4
Ketch Data Discovery and Classification
Free planWeb6.3From $150 a month - 5
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 - 6
ActiveNav Discovery Center
ActiveNav Discovery Center indexes and analyzes files in source repositories, then provides reports and actions based on those results.
WebWindows6.0 - 7
Siberson Data Security Posture Management
AndroidiOSWebAPI6.0 - 8
Teleskope Understand
Teleskope Understand is a sensitive-data classification product for security teams.
WebAPISelf-hosted6.0 - 9
Ground Labs Enterprise Recon
Ground Labs Enterprise Recon discovers sensitive information across structured and unstructured environments so organizations can manage it for…
WebAPILinuxmacOS5.9 - 10
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 - 11
Amazon Macie
Amazon Macie is a cloud service that discovers sensitive information in Amazon S3 and highlights data security risks.
WebAPI5.7 - 12
Thales CipherTrust Data Discovery and Classification
WebLinuxWindows5.1 - 135.0
- 14
Netwrix Data Classification
WebWindows5.0 - 15
IBM Guardium
Web4.9 - 164.7
- 174.7
- 184.7
- 194.6
- 204.5
- 214.3
Choosing well
Check how you will access it
Platform support differs across this category. Listed options include web and Windows, while others add self-hosted, Linux, API or macOS access.
If phone access matters, confirm Android support with the maker. A web console may be usable in a mobile browser, but the facts do not confirm an Android app.
Match the data you need to inspect
Compare support for unstructured data, structured data and cloud environments. These areas indicate whether a product fits files, databases or hosted services you need to review.
Data source connectors can affect how sources are brought into discovery work, so check the connectors offered for your systems.
Review classification and response tools
Tailored classification rules can match detection to the sensitive data categories in your work. Check how each product handles the rules or labels you need.
Remediation actions show what can happen after sensitive data is found. Compare the actions offered before choosing a workflow.
Compare plans and trials
Pricing ranges from free plans to paid products with prices shown from a starting amount or available on request. Google Cloud Sensitive Data Protection shows a free plan, with paid usage starting at $0.03.
Products including Amazon Macie, Dataedo, DataSunrise, IBM Guardium and IRI DarkShield list trial periods. Check the terms and limits before committing.
Questions people ask
Can these tools scan cloud environments?
Cloud environments are a comparison point for this category. Check the product details for the cloud services and connectors it supports.
Do any options have a free plan?
A free plan is available in this category. Google Cloud Sensitive Data Protection shows a free plan, with paid usage starting at $0.03.
What is custom classification?
Custom classification lets a product use categories or rules tailored to the sensitive data you need to identify. Compare how each tool supports it.
What are remediation actions?
Remediation actions describe responses available after sensitive data is found. Review the actions a product provides for your workflow.