Best Data Discovery and Classification Software in 2026
Updated
In short: Thales CipherTrust Data Security Platform is ranked #1 of 25 as of 4 October 2026, ahead of Netwrix Password Secure and IRI DarkShield. The best-ranked option with a free plan is Ketch Consent Management. The lowest first paid tier on this page is Netwrix Password Secure at $5/mo.
Finding and classifying data starts with understanding which sources and information types a tool covers. Compare data source types and structured and unstructured discovery, then look at classification automation and custom classifications to see what the entries specify about organizing findings. API access and deployment offer further points of comparison, alongside free-plan availability and paid-from pricing. The options include Thales CipherTrust Data Security Platform, Netwrix Password Secure, and IRI DarkShield, as well as Ground Labs Enterprise Recon. Weigh the listed capabilities against the data sources and classification needs relevant to your work.
25 data discovery and classification software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
25ranked
2free plans on this page
$5/molowest paid tier
4 Oct 2026last checked
Input list Data Discovery and Classification Software 25 channels on this page · 114 of 200 spec lines stated by the makers
Ch Tool Free planPaid fromData source typesStructured data discoveryUnstructured data discoveryCustom classificationsClassification automationDeployment Spec sheet Score
01 Thales CipherTrust Data Security Platform Free plannot statedPaid fromnot statedData source typesLocal storage, network shares, databases, big-data clusters, cloud storage, cloud applications, collaboration platforms, and file repositoriesStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationhybridDeploymenthybrid 6/8spec lines stated 7.6
02 Netwrix Password Secure Free planNoPaid fromnot statedData source typesfile systems; SharePoint; OneDrive for Business; SQL Server; MySQL; Oracle Database; PostgreSQL; Box; Dropbox; Exchange; Google Drive; Outlook Mail ArchiveStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationrule basedDeploymentself hosted 7/8spec lines stated 7.3
03 IRI DarkShield Free planNoPaid fromnot statedData source typesRelational databases; NoSQL databases; text; CSV; JSON; XML; PDF; Microsoft Office; Parquet; images; audio; DICOM; healthcare EDI; Amazon S3; Azure Blob; GCP Storage; SharePoint Online; SMB/LAN storesStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationhybridDeploymenthybrid 7/8spec lines stated 7.2
04 Ground Labs Enterprise Recon Free plannot statedPaid fromnot statedData source typeslocal storage and memory; network storage; databases; email; websites; SharePoint; Confluence; Amazon S3; Azure Storage; Box; Dropbox; Exchange Online; Google Workspace; Google Cloud Storage; Microsoft OneNote; Microsoft Teams; OneDrive; Rackspace; SalesforceStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationrule basedDeploymenthybrid 6/8spec lines stated 7.1
05 Strac Data Classification Free plannot statedPaid fromnot statedData source typesSaaS applications, cloud services, endpoints, databases, file shares, logs, documents, email, chat, and AI toolsStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationhybridDeploymenthybrid 6/8spec lines stated 7.0
06 Transcend Data Discovery and Classification Free plannot statedPaid fromnot statedData source typesdatabases, warehouses, object stores, SaaS systems, filesStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationhybridDeploymenthybrid 6/8spec lines stated 7.0
07 DataSunrise Free planNoPaid fromnot statedData source typesnot statedStructured data discoverynot statedUnstructured data discoverynot statedCustom classificationsnot statedClassification automationnot statedDeploymenthybrid 2/8spec lines stated 6.9
08 Ketch Consent Management Free planNoPaid fromnot statedData source typesSaaS applications, internal systems, code, databases, data warehouses, data lakes, data platforms, third-party platforms, vendor contracts and documentationStructured data discoveryYesUnstructured data discoveryYesCustom classificationsnot statedClassification automationmachine learningDeploymenthybrid 6/8spec lines stated 6.9
09 Varonis Data Discovery and Classification Free plannot statedPaid fromnot statedData source typesstructured databases and data warehouses; unstructured files, folders and buckets; semi-structured SaaS apps and emailStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationhybridDeploymenthybrid 6/8spec lines stated 6.8
10 Amazon Macie Free planNoPaid from$0.1/moData source typesAmazon S3 general purpose buckets and S3 objects; supported document, text, big-data, compression, archive, and email formatsStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationhybridDeploymentcloud 8/8spec lines stated 6.7
11 BigID DSPM Free planNoPaid fromnot statedData source typesStructured data; unstructured data; big data; business applications; data in motion; AI systemsStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationhybridDeploymenthybrid 7/8spec lines stated 6.7
12 Imperva API Security Free planNoPaid fromnot statedData source typesnot statedStructured data discoverynot statedUnstructured data discoverynot statedCustom classificationsnot statedClassification automationnot statedDeploymenthybrid 2/8spec lines stated 6.6
13 Teleskope Understand Free plannot statedPaid fromnot statedData source typesdatabases, data warehouses, cloud storage, SaaS platforms, files, code repositories, logs, APIs, collaboration toolsStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationhybridDeploymenthybrid 6/8spec lines stated 6.5
14 Securiti Data Command Center Free plannot statedPaid fromnot statedData source typesnot statedStructured data discoverynot statedUnstructured data discoverynot statedCustom classificationsnot statedClassification automationnot statedDeploymentnot stated 0/8spec lines stated 6.4
15 Concentric AI Free plannot statedPaid fromnot statedData source typesnot statedStructured data discoverynot statedUnstructured data discoverynot statedCustom classificationsnot statedClassification automationnot statedDeploymentnot stated 0/8spec lines stated 6.3
16 MIND Data Discovery Free plannot statedPaid fromnot statedData source typesSaaS applications, GenAI applications, endpoints, on-premise file shares, email systemsStructured data discoverynot statedUnstructured data discoveryYesCustom classificationsnot statedClassification automationhybridDeploymentcloud 4/8spec lines stated 6.3
17 Sentra Data Security Platform Free plannot statedPaid fromnot statedData source typesnot statedStructured data discoverynot statedUnstructured data discoverynot statedCustom classificationsnot statedClassification automationnot statedDeploymentnot stated 0/8spec lines stated 6.3
18 Cyera Free plannot statedPaid fromnot statedData source typesnot statedStructured data discoverynot statedUnstructured data discoverynot statedCustom classificationsnot statedClassification automationnot statedDeploymentnot stated 0/8spec lines stated 6.2
19 ActiveNav Discovery Center Free plannot statedPaid fromnot statedData source typesfile shares, Exchange, SharePoint, Jira, Confluence, OpenText Content Server, Azure FilesStructured data discoverynot statedUnstructured data discoveryYesCustom classificationsYesClassification automationrule basedDeploymentself hosted 5/8spec lines stated 6.1
20 Lepide Data Classification Free plannot statedPaid fromnot statedData source typesWindows File Server, NetApp Filer, Exchange, SharePoint, OneDrive, Dropbox, Linux, Unix, NAS, cloud storageStructured data discoveryNoUnstructured data discoveryYesCustom classificationsYesClassification automationrule basedDeploymenthybrid 6/8spec lines stated 6.0
21 OpenText Voltage Data Security Platform Free plannot statedPaid fromnot statedData source typesfile systems, databases, cloud data warehouses, file shares, SharePoint, Exchange, Microsoft 365, OneDrive, Google Drive, Azure Files, Amazon S3, Documentum, Content Management, Jira, ConfluenceStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationhybridDeploymenthybrid 6/8spec lines stated 6.0
22 Rubrik Security Cloud Free plannot statedPaid fromnot statedData source typeson-premises systems; AWS; Azure; SaaS platforms including Microsoft 365Structured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationnot statedDeploymenthybrid 5/8spec lines stated 6.0
23 GEODI DSPM Free plannot statedPaid fromnot statedData source typesFile servers, file shares, Microsoft Teams, S3, MinIO, databases, email, documents, cloud environmentsStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationhybridDeploymenthybrid 6/8spec lines stated 5.7
24 Aurva Data Discovery and Classification Free planNoPaid fromnot statedData source typesdatabases, object stores, warehouses, SaaS, cloud, on-premisesStructured data discoveryYesUnstructured data discoveryYesCustom classificationsYesClassification automationmachine learningDeploymenthybrid 7/8spec lines stated 5.6
25 Privy by IDfy Free plannot statedPaid fromnot statedData source typesnot statedStructured data discoverynot statedUnstructured data discoverynot statedCustom classificationsnot statedClassification automationnot statedDeploymentnot stated 0/8spec lines stated 5.0
Is your tool on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which data discovery and classification software is ranked first on Specifiction?
Thales CipherTrust Data Security Platform is ranked #1 of 25 with a score of 7.6. Netwrix Password Secure is second and IRI DarkShield third.
How many of these have a free plan?
2 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Netwrix Password Secure has the lowest first paid tier we found: $5/mo.
How is this list ranked?
Ranked on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing. Paid placements never change a rank.
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