Best Web-Based Data Discovery Software of 2026

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.

Recognized by Forrester as one of the top 34 AI-enabled platforms globally and by NASSCOM in the League of 10 Deep Tech Startups 2025 in India, SCIKIQ partners with AWS, Deloitte, Infosys, and others to take its data platform to the world. SCIKIQ is building the AI Nervous System for enterprises, an Intelligence Layer that sits atop any data stack, making every function AI-ready without disruption. Designed for Big & mid-sized enterprises, our generative AI-powered data platform transforms how organizations manage, govern, and monetize data. Our Prompt-to-Process AI Co-pilot delivers analytics, dashboards, agents, and insights in seconds, among the best globally. Innovations include automated data governance, rapid data transformation, and a Data Product Factory. With 4× faster deployment than legacy systems and a proven track record with global enterprises, SCIKIQ is defining the next category of data management in enterprise AI. SCIKIQ is built for rapid modernization: no-code/low-code configuration, cloud-agnostic and tool-agnostic integration, and a proven path to implementation in 30–90 days, enabling secure collaboration across business, data, and AI teams while accelerating outcomes. A unified Semantic Layer : A key differentiator is SCIKIQ’s Unified Semantic Layer / Business Glossary for BI platforms. Instead of every dashboard team redefining KPIs, SCIKIQ standardizes metric definitions across tools, so “Revenue,” “Active Customer,” and “Churn” mean the same thing everywhere. This reduces metric drift, prevents broken dashboards, and improves decision integrity across departments. SCIKIQ connects enterprise data to models, decisions, and actions.

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.

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.

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.

Enterprise Recon by Ground Labs is a leading, award-winning solution that empowers organizations to confidently discover, manage, and remediate sensitive personal data across their entire digital estate—from legacy systems to the modern cloud. Our technology provides the unparalleled visibility needed to reduce risk, simplify compliance, and maintain a strong security posture globally. Unmatched Discovery and Accuracy Powered by GLASS™ At the core of Enterprise Recon is GLASS Technology™, Ground Labs' proprietary pattern-matching engine. This is a crucial differentiator, designed specifically for data discovery: Fastest and Most Accurate: GLASS Technology™ allows Enterprise Recon to deliver the fastest and most accurate sensitive data discovery on the market, dramatically minimizing system overheads and the most common complaint in the industry: false positives. Deep Search Capabilities: It performs sophisticated, deep searches for over 300 pre-configured, out-of-the-box data types across various formats, including databases, documents, emails, compressed files, and even in-memory data, ensuring no sensitive asset is missed. Customization: Enables complete customisation of sensitive data types, enabling organizations to search for proprietary or highly-specific data patterns unique to their business or industry. Comprehensive Platform and Deployment Coverage Enterprise Recon is engineered for the complex, heterogeneous environments of the modern enterprise, offering unparalleled breadth in platform support: Broad OS Support: Supports sensitive data discovery on an extensive range of operating systems, including common platforms like Windows, macOS, and Linux, as well as legacy and specialized systems such as FreeBSD, Solaris and AIX

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.

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.

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.

DragonGlass is a highly scalable Platform as a Service infrastructure. It stores and processes (unmarshalling indexing, signature verification etc) data from the Hedera Hashgraph Platform at a TPS comparable to the Mainnet. The platform allows end users to search Google-like for accounts, transactions, smart contracts files, and... almost all other information produced on the Mainnet. The platform supports a wide variety of REST-based API's for developers to access all data. DragonGlass also offers a dApp Marketplace, where developers can list their product and allow users to view all details about the dApp, such as balance history and payment receipts.

Data serves as the fundamental asset for all digital transformation efforts. Numerous initiatives encounter obstacles due to the misconception that data quality and availability are guaranteed. Yet, the stark truth is that obtaining relevant data often proves to be challenging, costly, and disruptive. The Datumize Data Collector (DDC) functions as a versatile and lightweight middleware designed to extract data from intricate, frequently transient, and legacy data sources. This type of data often remains largely untapped since accessible methods for retrieval are lacking. By enabling organizations to gather data from various sources, DDC also facilitates extensive edge computing capabilities, which can incorporate third-party applications, such as AI models, while seamlessly integrating the output into preferred formats and storage solutions. Ultimately, DDC presents a practical approach for businesses looking to streamline their digital transformation efforts by efficiently collecting essential operational and business data. Its ability to bridge the gap between complex data environments and actionable insights makes it an invaluable tool in today's data-driven landscape.

Forrester research indicates that a significant portion, estimated between 60% and 73%, of data generated within enterprises remains untapped for analytical purposes. Discover how we can assist you in unlocking the full potential of your data. DataStories has made sophisticated machine learning accessible and comprehensible for non-technical professionals. The DataStories Platform is an AI-driven tool designed to provide clear and intuitive explanations in under 30 minutes, enabling you to understand, forecast, and guide your business objectives using relevant data. Our mission at DataStories is to empower individuals to make decisions based on data insights. We provide a self-service analytics platform tailored for business specialists who often find themselves excluded from analytics due to the complexity of conventional tools. With our platform, you can conduct your own analyses and present your findings in the form of engaging and explainable data stories, which can easily be exported to PowerPoint for broader sharing and impact. By simplifying the analytics process, we aim to democratize data-driven decision-making across organizations.

SalesIntel offers the best B2B data available. SalesIntel is the leading provider of accurate and affordable marketing and sales contact data. We have the highest number of direct dials in the industry and the most human-verified contacts. SalesIntel is your source for business intelligence and contact information. Combining automation and researchers allows us achieve 95% accuracy for all published contact data, while still scaling up our contacts. SalesIntel's new system is to test every direct dial phone number and email every 90 days and then re-verify it. SalesIntel is your partner for growth with our extensive contact and company data as well as our exceptional customer service.

Address your organization's data management and reporting obstacles with the CXAIR Platform from Connexica. This powerful and adaptable analytics platform is engineered to consolidate various data sources throughout your organization into one coherent and dependable information landscape, fulfilling all your informational requirements. With a focus on user-friendliness, the CXAIR platform features a search-based interface that resembles popular internet search engines, making it accessible for users without technical expertise to easily retrieve insights from their data. Moreover, its advanced capabilities for presenting information empower users to develop a diverse range of visually engaging reports and analytical content that can be shared across the organization. Ultimately, CXAIR not only streamlines data access but also enhances decision-making processes through its innovative analytics features.

MIND represents a groundbreaking data security solution that automates data loss prevention (DLP) and insider risk management (IRM), enabling organizations to swiftly identify, detect, and thwart data leaks at machine speed. It actively locates sensitive information within files dispersed throughout various IT environments, whether the data is at rest, in transit, or actively in use. By pinpointing and addressing blind spots in sensitive data across IT ecosystems such as SaaS applications, AI tools, endpoints, on-premises file shares, and emails, MIND ensures comprehensive coverage. The platform continually monitors and assesses billions of data security incidents in real time, providing enriched context for each event and autonomously implementing remediation measures. Furthermore, MIND can automatically prevent sensitive data from leaving your control in real time or work collaboratively with users to mitigate risks while reinforcing your organization's policies. With its capacity to integrate seamlessly with diverse data sources across your IT infrastructure, MIND consistently reveals vulnerabilities in sensitive data, enhancing overall security posture. The innovative features of MIND not only protect valuable information but also foster a culture of compliance and awareness among users.

A platform for Machine Learning and Predictive Analytics enhances data-driven decision-making and propels business growth through sophisticated artificial intelligence within an integrated machine learning and big data analytics framework. OpenText Magellan leverages AI technologies to deliver predictive analytics through user-friendly and adaptable data visualizations that enhance the utility of business intelligence. The implementation of artificial intelligence software streamlines the big data processing task, providing essential business insights in a format that aligns with the organization’s most significant goals. By enriching business operations with a tailored combination of features such as predictive modeling, data exploration tools, data mining methods, and IoT data analytics, companies can effectively utilize their data to refine their decision-making processes based on actionable business intelligence and analytics. This comprehensive approach not only improves operational efficiency but also fosters a culture of data-driven innovation within the organization.