Compare the Top Data Discovery Software for Mac as of September 2026

What is Data Discovery Software for Mac?

Data discovery software is a type of software tool that allows users to quickly identify patterns, trends, and relationships in large datasets. It utilizes tools such as natural language processing and machine learning to quickly analyze data and uncover insights. Data discovery software can be used in a variety of areas such as healthcare, business intelligence, fraud detection, risk management, and more. Its purpose is to give its users quick access to the most relevant data so they can make informed decisions. Compare and read user reviews of the best Data Discovery software for Mac currently available using the table below. This list is updated regularly.

  • 1
    SCIKIQ

    SCIKIQ

    SCIKIQ

    SCIKIQ is an AI-native Data Discovery platform that helps enterprises find, understand, classify and trust data across complex data environments. SCIKIQ combines Data Discovery, Data Catalog, Metadata Management, Data Search, Data Lineage, Data Profiling, Data Classification and Data Semantics in one unified platform. Automatically discover data across SAP, databases, data warehouses, data lakes, cloud platforms, APIs and enterprise applications. Search and explore datasets, tables, columns, metadata, business terms, KPIs and relationships through intelligent enterprise data discovery. SCIKIQ combines automated metadata discovery with best-in-class Data Lineage, Data Quality and a world-leading Data Semantics practice to provide business context behind enterprise data. Built for Data Discovery, Data Governance, Data Management, Data Cataloging, Business Intelligence, Analytics, Generative AI and Agentic AI.
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  • 2
    Acterys

    Acterys

    FP&A Software

    Acterys is an integrated platform for Corporate Performance Management (CPM) and Financial Planning & Analytics (FP&A) integrated with Microsoft Azure, Power BI and Excel. Automate the integration of all your relevant data sources with connectors to a variety of ERP/ accounting / Saas solutions and run all CPM processes on a single platform based on market leading SQL Server technologies (Azure & on-premise) Profit form ready made, fully configurable application templates for all aspects of planning, forecasting and consolidation. Business users can implement FP&A and CPM processes exactly to their needs, natively integrated with your day to day productivity solutions.
    Starting Price: $55.00/month/user
  • 3
    IRI DarkShield

    IRI DarkShield

    IRI, The CoSort Company

    IRI DarkShield is a powerful data masking tool that can (simultaneously) find and anonymize Personally Identifiable Information (PII) "hidden" in semi-structured and unstructured files and database columns / collections. DarkShield jobs are configured, logged, and run from IRI Workbench or a restful RPC (web services) API to encrypt, redact, blur, etc., the PII it finds in: * NoSQL & RDBs * PDFs * Parquet * JSON, XML & CSV * Excel & Word * BMP, DICOM, GIF, JPG & TIFF DarkShield is one of 3 data masking products in the IRI Data Protector Suite, and comes with IRI Voracity data management platform subscriptions. DarkShield bridges the gap between structured and unstructured data masking, allowing users to secure data in a consistent manner across disparate silos and formats by using the same masking functions as FieldShield and CellShield EE. DarkShield also handles data in RDBs and flat-files, too, but there are more capabilities that FieldShield offers for those sources.
    Starting Price: $5000
  • 4
    Knovos Discovery
    A Holistic eDiscovery Solution Knovos Discovery is eDiscovery made easy. Knovos’ end-to-end solution covers the entire litigation life cycle — from processing, early case assessment, review to production. Our powerful built-in analytics engine enables deep, multidimensional analysis for a 360-degree view of your data.
  • 5
    Open Content Platform

    Open Content Platform

    Open Content Platform

    Open Content Platform (OCP) is an open-source IT discovery and integration platform. OCP handles discovery, integration, and modeling for solutions in the datacenter. The core framework is micro-service, enabling process-level horizontal scalability. It’s fully extensible, designed for developers, and leverages components in the open-source space, to greatly reduce product complexity. The dynamic discovery is fundamentally different from other ITSM vendors, and the data-driven modeling keeps Applications and Services up-to-date for downstream consumption (e.g. Service-aware monitoring).
    Starting Price: $0
  • 6
    Enterprise Recon

    Enterprise Recon

    Ground Labs

    With Enterprise Recon by Ground Labs, organizations can find and remediate sensitive information across the broadest range of structured and unstructured data, whether it’s stored on your servers, on your employees’ devices, or in the cloud. Enterprise Recon enables organizations worldwide to seamlessly discover all data and comply with 50+ country regulations inc GDPR, PCI DSS, CCPA, HIPAA, Australian Privacy and other data security standards that require the ability to locate and secure PII data as well as information on gender, ethnicity and health… or even non-PII financial data. Enterprise Recon is powered by GLASS™, Ground Labs' proprietary technology that enables the quickest and most accurate data discovery across the broadest set of platforms available. Enterprise Recon natively supports sensitive data discovery on Windows, macOS, Linux, FreeBSD, Solaris, HP-UX and IBM AIX using agent and agentless options. Additional remote options also enable almost any network data stored.
  • 7
    Enov8

    Enov8

    Enov8

    End-to-end “Business Intelligence” for your IT organization. Promoting transparency, control, and productivity across environments, release and data. Promote scaled agility across your IT fabric. A complete environment and release picture supporting collaboration across teams and providing the insight that organizations require today to drive competitive innovation. Improve visibility of your complex IT fabric allowing better collaboration and decision making. Manage complex computer systems & the end-to-end IT fabric through a centralized portal. Measure test environment usage to reduce IT spend and increase project productivity. Eliminate chaotic and non-repeatable operations by establishing control via centralized runbooks and using automation on regular & time consuming tasks. Manage change and contention effectively whilst providing real time health status and powerful analytics to determine business impact.
    Starting Price: $8 per month
  • 8
    BigID

    BigID

    BigID

    BigID is data visibility and control for all types of data, everywhere. Reimagine data management for privacy, security, and governance across your entire data landscape. With BigID, you can automatically discover and manage personal and sensitive data – and take action for privacy, protection, and perspective. BigID uses advanced machine learning and data intelligence to help enterprises better manage and protect their customer & sensitive data, meet data privacy and protection regulations, and leverage unmatched coverage for all data across all data stores. 2
  • 9
    IRI Voracity

    IRI Voracity

    IRI, The CoSort Company

    Voracity is the only high-performance, all-in-one data management platform accelerating AND consolidating the key activities of data discovery, integration, migration, governance, and analytics. Voracity helps you control your data in every stage of the lifecycle, and extract maximum value from it. Only in Voracity can you: 1) CLASSIFY, profile and diagram enterprise data sources 2) Speed or LEAVE legacy sort and ETL tools 3) MIGRATE data to modernize and WRANGLE data to analyze 4) FIND PII everywhere and consistently MASK it for referential integrity 5) Score re-ID risk and ANONYMIZE quasi-identifiers 6) Create and manage DB subsets or intelligently synthesize TEST data 7) Package, protect and provision BIG data 8) Validate, scrub, enrich and unify data to improve its QUALITY 9) Manage metadata and MASTER data. Use Voracity to comply with data privacy laws, de-muck and govern the data lake, improve the reliability of your analytics, and create safe, smart test data
  • 10
    DragonGlass

    DragonGlass

    OpenCrowd

    DragonGlass is a highly scalable Platform as a Service infrastructure that stores and processes (unmarshalling, indexing, signature verification, etc) data collected from the Hedera Hashgraph platform at a TPS similar to the Mainnet. For end users the platform supports a Google-like search to access accounts, transaction, smart contracts files, … almost everything produced on the Mainnet. For developers, the platform supports a wide range of REST based API’s to access all data. DragonGlass also contains a dApp Marketplace where dApp developers can list their product for users to view all details related to the dApp, including transaction history, balance history, and payment receipts.
  • 11
    SalesIntel

    SalesIntel

    SalesIntel

    Get the Best B2B Data Available with SalesIntel. SalesIntel is the top provider of accurate and affordable sales and marketing contact data with highest number of direct dials and human-verified contacts in the industry. SalesIntel is your resource for contact and business intelligence. Our combination of automation and researchers allows us to reach 95% data accuracy for all our published contact data while continuing to scale up our number of contacts. SalesIntel’s new method is to have every direct dial number, and email tested and re-verified every 90 days. With the most comprehensive contact & company data and our excellent customer service, SalesIntel is your partner in growth.
  • 12
    Spirion

    Spirion

    Spirion

    Spirion has relentlessly solved real data protection problems since 2006 with accurate, contextual discovery of structured and unstructured data; purposeful classification; automated real-time risk remediation; and powerful analytics and dashboards to give organizations greater visibility into their most at-risk data and assets. Spirion's data protection software enables organizations to reduce risk exposure, gain visibility into their data footprint, improve business efficiencies and decision-making while facilitating compliance with data protection laws and regulations.
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