Best Data Discovery Software for Mac of 2025

Safetica Intelligent Data Security protects sensitive enterprise data wherever your team uses it. Safetica is a global software company that provides Data Loss Prevention and Insider Risk Management solutions to organizations. ✔️ Know what to protect: Accurately pinpoint personally identifiable information, intellectual property, financial data, and more, wherever it is utilized across the enterprise, cloud, and endpoint devices. ✔️ Prevent threats: Identify and address risky activities through automatic detection of unusual file access, email interactions, and web activity. Receive the alerts necessary to proactively identify risks and prevent data breaches. ✔️ Secure your data: Block unauthorized exposure of sensitive personal data, trade secrets, and intellectual property. ✔️ Work smarter: Assist teams with real-time data handling cues as they access and share sensitive information.

Experience Semarchy’s flexible unified data platform to empower better business decisions enterprise-wide. With xDM, you can discover, govern, enrich, enlighten and manage data. Rapidly deliver data-rich applications with automated master data management and transform data into insights with xDM. The business-centric interfaces provide for the rapid creation and adoption of data-rich applications. Automation rapidly generates applications to your specific requirements, and the agile platform quickly expands or evolves data applications.

Visokio creates Omniscope Evo, a complete and extensible BI tool for data processing, analysis, and reporting. Smart experience on any device. You can start with any data, any format, load, edit, combine, transform it while visually exploring it. You can extract insights through ML algorithms and automate your data workflows. Omniscope is a powerful BI tool that can be used on any device. It also has a responsive UX and is mobile-friendly. You can also augment data workflows using Python / R scripts or enhance reports with any JS visualisation. Omniscope is the complete solution for data managers, scientists, analysts, and data managers. It can be used to visualize data, analyze data, and visualise it.

Tableau, an industry-leading analytics platform, empowers businesses to make smarter, data-driven decisions with AI-powered insights and advanced data visualization. By leveraging Tableau Next, which integrates seamlessly with Salesforce and Agentforce, users can access intelligent analytics and unlock the full potential of their data. Tableau provides flexible deployment options—whether cloud-based, on-premises, or directly integrated with Salesforce CRM—ensuring organizations can access a comprehensive data management solution. With built-in AI and machine learning capabilities, Tableau helps users uncover patterns, predict outcomes, and improve decision-making at every level of the organization. Its intuitive interface allows analysts, business leaders, and IT teams to explore data, visualize trends, and collaborate efficiently, while fostering a Data Culture that accelerates innovation and enhances operational efficiency.

Datapine's dashboard and business intelligence software allows users to quickly turn data into actionable insights, and make data-driven decisions. Managers and data scientists can visualize and analyze complex data using a drag-and-drop interface. They can also ask important business questions and receive answers right away. It provides a wealth of innovative analytics features, including predictive analytics and interactive dashboards that allow for the creation of KPI-driven business dashboards. There are dozens of data connectors that connect to any common data source (databases and flat files, social media marketing analytics, CRM, ERP etc.). A wealth of pre-built dashboard templates for different business functions (marketing and sales management, HR, etc.) ), industries (retail and logistics, healthcare, market study, etc. Platforms (Google Analytics, Facebook and Twitter, Zendesk, etc. assist new users to get started quickly.

Card Recon by Ground Labs, the preferred cardholder data discovery tool for more than 300 PCI Qualified Secure Assessors (QSAs), and PCI Forensic Investigators(PFI), is Card Recon by Ground Labs. Card Recon is trusted across 80 countries by over 4,500 merchants as their preferred credit card data discover tool. Ground Labs offers two industry-leading credit cards scanning solutions that will suit the needs of small to medium businesses: Card Recon Server or Card Recon Desktop. Card Recon searches files and memory, and even delete locations on workstations or file servers (Card Recon Server) while inspecting hundreds upon file types to detect credit card numbers issued from the 10 major payment card companies. Card Recon's custom-built PCI compliance data detection capabilities scan for credit cards numbers from the major card brands and can identify 160+ primary account numbers (PAN) structures around the globe.

Acterys serves as a comprehensive platform designed for Corporate Performance Management (CPM) and Financial Planning & Analytics (FP&A), seamlessly working with Microsoft Azure, Power BI, and Excel. It streamlines the integration of pertinent data sources through connectors for various ERP, accounting, and SaaS solutions, allowing all CPM procedures to operate on a unified platform utilizing top-tier SQL Server technologies, whether in the cloud or on-premises. Users can take advantage of pre-built, customizable application templates that cover all facets of planning, forecasting, and consolidation. Furthermore, business users have the flexibility to tailor FP&A and CPM processes to meet their specific requirements, fully integrated with their daily productivity tools, ensuring a streamlined workflow that enhances efficiency.

JMP, data analysis software Mac and Windows, combines powerful statistics with interactive visualization. It is simple to import and process data. Drag-and-drop interface, dynamically linked graphics, libraries of advanced analytics functionality, scripting language, and ways to share findings with others allow users to dig deeper into their data with greater ease. JMP was originally developed in 1980 to capture the new value of GUI for personal computers. JMP continues to add cutting-edge statistical methods to the software's functionality with every release. John Sall, the organization's founder, is still Chief Architect.

NaturalText A.I. Your data can be used to get more. Discover relationships, build collections, and uncover hidden insights in documents and text-based data. NaturalText A.I. NaturalText A.I. uses artificial intelligence technology to uncover hidden data relationships. The software uses a variety of state-of-the art methods to understand context and analyze patterns to reveal insights - all in a human-readable manner. Discover hidden insights in your data It can be difficult, if not impossible, to find everything in your text data. Traditional search can only find information about a document. NaturalText A.I. on the other hand, uncovers new data within millions of documents, including patents and scientific papers. NaturalText A.I. NaturalText A.I. can help you uncover insights in your data that you are not currently seeing.

IRI DarkShield uses several search techniques to find, and multiple data masking functions to de-identify, sensitive data in semi- and unstructured data sources enterprise-wide. You can use the search results to provide, remove, or fix PII simultaneously or separately to comply with GDPR data portability and erasure provisions. 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 discovers in: * NoSQL & RDBs * PDFs * Parquet * JSON, XML & CSV * Excel & Word * BMP, DICOM, GIF, JPG & TIFF using pattern or dictionary matches, fuzzy search, named entity recognition, path filters, or image area bounding boxes. DarkShield search data can display in its own interactive dashboard, or in SIEM software analytic and visualization platforms like Datadog or Splunk ES. A Splunk Adaptive Response Framework or Phantom Playbook can also act on it. IRI DarkShield is a breakthrough in unstructured data hiding technology, speed, usability and affordability. DarkShield consolidates, multi-threads, the search, extraction and remediation of PII in multiple formats and folders on your network and in the cloud, on Windows, Linux, and macOS.

A platform for data management powered by AI that allows data democratization. Insights drives innovation by integrating and centralizing all data sources, facilitating collaboration, and empowering organizations for innovation. SCIKIQ, a holistic business platform, simplifies the data complexities of business users through a drag-and-drop user interface. This allows businesses to concentrate on driving value out of data, allowing them to grow and make better decisions. You can connect any data source and use box integration to ingest both structured and unstructured data. Built for business users, easy to use, no-code platform, drag and drop data management. Self-learning platform. Cloud agnostic, environment agnostic. You can build on top of any data environment. The SCIKIQ architecture was specifically designed to address the complex hybrid data landscape.

Holistic eDiscovery Solutions Knovos Discovery makes eDiscovery simple with Knovos Discovery. Knovos' complete solution covers all aspects of litigation, from initial case assessment, review, production, and processing. Our powerful, built-in analytics engine allows for deep, multidimensional analysis to give you a 360-degree view.

Open Content Platform (OCP), an open-source IT discovery platform and integration platform, is a free-of-cost IT discovery and integration platform. OCP is responsible for discovery, integration, modeling, and implementing solutions in the datacenter. The micro-service core framework allows for process-level horizontal scaling. It is fully extensible and designed for developers. It also leverages components from the open-source community to greatly reduce product complexity. The dynamic discovery is fundamentally different than other ITSM vendors. Furthermore, the data-driven modeling keeps Applications and Services current for downstream consumption (e.g. Service-aware monitoring

End-to-end "Business intelligence" for your IT organization. Transparency, control, and productivity are all key to a successful IT organization. Scaled agility in your IT fabric is encouraged. A complete environment and release image supports collaboration across teams and provides the insight organizations need today to drive innovation. You can improve visibility of your complex IT fabric, which will allow for better collaboration and decision-making. A centralized portal allows you to manage complex computer systems and the entire IT fabric. To reduce IT costs and increase project productivity, measure the usage of test environments. Establish control through centralized runbooks and automation for regular and time-consuming tasks to eliminate chaotic and non-repeatable activities. You can manage conflict and change effectively while providing real-time health status and powerful analytics to determine your business impact.

RapidMiner is redefining enterprise AI so anyone can positively shape the future. RapidMiner empowers data-loving people from all levels to quickly create and implement AI solutions that drive immediate business impact. Our platform unites data prep, machine-learning, and model operations. This provides a user experience that is both rich in data science and simplified for all others. Customers are guaranteed success with our Center of Excellence methodology, RapidMiner Academy and no matter what level of experience or resources they have.

Our platform allows businesses to use data, including its application in advanced analysis, machine learning and AI, to do great things without worrying that customers, employees or intellectual property are at risk. The Protegrity Data Protection Platform does more than just protect data. It also classifies and discovers data, while protecting it. It is impossible to protect data you don't already know about. Our platform first categorizes data, allowing users the ability to classify the type of data that is most commonly in the public domain. Once those classifications are established, the platform uses machine learning algorithms to find that type of data. The platform uses classification and discovery to find the data that must be protected. The platform protects data behind many operational systems that are essential to business operations. It also provides privacy options such as tokenizing, encryption, and privacy methods.

Data visibility and control for security, compliance, privacy, and governance. BigID's platform includes a foundational data discovery platform combining data classification and cataloging for finding personal, sensitive and high value data - plus a modular array of add on apps for solving discrete problems in privacy, security and governance. Automate scans, discovery, classification, workflows, and more on the data you need - and find all PI, PII, sensitive, and critical data across unstructured and structured data, on-prem and in the cloud. 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.

ManageEngine DataSecurity Plus lets you take control of sensitive data. Take a look at the most recent user activity, file activity, as well as access trends. The four Ws of every access are who accessed it, when and from where. The most important events, such as sudden permissions changes, file deletions and renaming events, are those that matter the most. Identify the most active users, most frequently accessed files, as well as the most modified files within your file system. You can set up instant alerts to notify you of sudden spikes in folder or file access or modification events. Receive real-time notifications when multiple attempts are made to access critical files. After business hours, monitor changes to sensitive files. Monitor only critical files, folders and shares. Receive real-time alerts when files are modified in an unauthorized manner. To detect unusual activity and misuse of privileges, configure threshold-based alerts that monitor user-generated events.

AutoDiscovery is a sophisticated software designed for automated exploratory data analysis, aimed at assisting biomedical researchers in revealing intricate relationships concealed within the datasets of scientific studies and clinical trials. This innovative tool independently determines the appropriate statistical methods required to evaluate the relationships among every combination of variables across various subsets of the data. Key requirements in biomedical research, such as cause-effect potential, false discovery rates, management of small and complex datasets, treatment groups, and result traceability, are specifically addressed by AutoDiscovery. The software is particularly beneficial for Principal Investigators who have minimal time to dedicate to data analysis and possess limited statistical expertise, thereby enabling them to concentrate on productive and impactful research endeavors. By streamlining the analysis process, AutoDiscovery empowers researchers to uncover insights that might otherwise remain hidden, ultimately enhancing the quality of scientific inquiry.

Enterprise File Fabric™, a private, secure, policy driven multi-cloud content and collaboration platform, provides an efficient, secure, and private solution for storing, sharing, and collaborating with other users. It doesn't ship with storage. It works with any company's existing storage portfolio, on-cloud or off-premises. Enterprise File Fabric™, unifies, secures, and makes all types of storage (including object storage), easily accessible for end-users. The Enterprise File Fabric for Compliance is available in three product variations: 1. It enforces GDPR/CCPA/ HIPAA by providing intelligent policy-based enforcement across all corporate data. 2. The Enterprise File Fabric for Media and Entertainment provides a unified view to media assets that can both be distributed on-cloud and on premises.

Fasoo Data Radar (FDR) is a powerful data discovery and classification solution that enables organizations to locate, analyze, and manage sensitive unstructured data across on-premise servers, cloud storage, and endpoints. By scanning files based on keywords, regex patterns, file formats, and predefined policies, FDR helps organizations maintain control over critical information. With real-time monitoring and centralized policy enforcement, it enhances data security by identifying risks, preventing unauthorized access, and ensuring compliance with regulations like GDPR, HIPAA, and CCPA. FDR seamlessly integrates with enterprise security frameworks, allowing organizations to enforce consistent data protection policies while streamlining operational workflows. By automating data classification and governance, it improves efficiency, strengthens data security, and enhances visibility for regulatory compliance and risk management.

IRI Voracity is an end-to-end software platform for fast, affordable, and ergonomic data lifecycle management. Voracity speeds, consolidates, and often combines the key activities of data discovery, integration, migration, governance, and analytics in a single pane of glass, built on Eclipse™. Through its revolutionary convergence of capability and its wide range of job design and runtime options, Voracity bends the multi-tool cost, difficulty, and risk curves away from megavendor ETL packages, disjointed Apache projects, and specialized software. Voracity uniquely delivers the ability to perform data: * profiling and classification * searching and risk-scoring * integration and federation * migration and replication * cleansing and enrichment * validation and unification * masking and encryption * reporting and wrangling * subsetting and testing Voracity runs on-premise, or in the cloud, on physical or virtual machines, and its runtimes can also be containerized or called from real-time applications or batch jobs.

Instantli Cloud allows you to effortlessly search for content stored in your cloud, while also keeping your documents and emails right where they are in their original cloud services, including those shared with collaborators. This feature significantly enhances teamwork by providing swift access to needed materials. With a user-friendly web interface, Instantli is accessible anytime and anywhere, even on mobile devices like smartphones and tablets. Recognizing that each organization and employee organizes their files differently, we provide tailored interfaces compatible with your company's IT infrastructure. If you're navigating through a browser, Outlook, Word, or any other application and need specific information, Instantli connects you directly to the app, helping you quickly locate pertinent content already saved on your PC or Mac. You can view a concise list of relevant materials and instantly preview and open them in the corresponding program, streamlining your workflow even further. This efficiency not only saves time but also ensures that you have the most relevant information at your fingertips, enhancing productivity across the board.

Data Identification Manager™, which uses the same technology, rules, and ongoing classification stewardship across the company, takes the hassle out of classifying your data. This ensures that your entire IT estate is protected from unreliable and irrelevant data.

Over four decades and numerous clients, we have meticulously crafted our analytics platform, continually refining our methods to cater to the evolving needs of modern enterprises. In today's landscape, this translates into advanced visualization, immediate insights, and the capacity to make data universally accessible. Our singular focus is to enhance your business outcomes by facilitating informed decision-making processes. It's essential that a well-structured data strategy is supported by easily accessible data. The manner in which you interpret your data—its trends and patterns—significantly influences its practical utility. By implementing real-time, tailored, and self-service dashboards, you can empower your organization to make strategic decisions with confidence, rather than relying on instinct or grappling with uncertainty. With outstanding visualization and reporting capabilities, your entire organization can unite around shared information, fostering growth and collaboration. Ultimately, this transformation is not merely about data; it's about enabling a culture of data-driven decision-making that propels your business forward.