Alternatives to AutoDiscovery
Compare AutoDiscovery alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to AutoDiscovery in 2026. Compare features, ratings, user reviews, pricing, and more from AutoDiscovery competitors and alternatives in order to make an informed decision for your business.
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Safetica
Safetica
Safetica’s Intelligent Data Security protects sensitive data where teams work, using powerful AI to deliver contextual awareness, reduce false positives, and stop real threats without disrupting productivity. With Safetica, security teams can maintain visibility and control over sensitive data, stay ahead of insider risks, maintain compliance, and secure sensitive cloud-based data. ✔️ Data Protection: Classify, monitor and control sensitive data across devices and clouds in real time. ✔️ Insider Risk and User Behavior: Spot risky behavior, detect intent, and stop insider threats to stay ahead of the careless handling of sensitive data, compromised user accounts and malicious user activity. ✔️ Compliance and Data Discovery: Prove compliance with audit-ready reporting for data in use, in motion, and at rest. ✔️ Cloud Security: Protect Microsoft 365, cloud, and file-sharing platforms to secure sensitive cloud-based data. -
2
DATPROF
DATPROF
Test Data Management solutions like data masking, synthetic data generation, data subsetting, data discovery, database virtualization, data automation are our core business. We see and understand the struggles of software development teams with test data. Personally Identifiable Information? Too large environments? Long waiting times for a test data refresh? We envision to solve these issues: - Obfuscating, generating or masking databases and flat files; - Extracting or filtering specific data content with data subsetting; - Discovering, profiling and analysing solutions for understanding your test data, - Automating, integrating and orchestrating test data provisioning into your CI/CD pipelines and - Cloning, snapshotting and timetraveling throug your test data with database virtualization. We improve and innovate our test data software with the latest technologies every single day to support medium to large size organizations in their Test Data Management. -
3
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 -
4
OX Security
OX Security
Automatically block risks introduced into the pipeline and ensure the integrity of each workload, all from a single location. Full visibility and end to end traceability over your software pipeline security from cloud to code. Manage your findings, orchestrate DevSecOps activities, prevent risks and maintain software pipeline integrity from a single location. Remediate risks based on prioritization and business context. Automatically block vulnerabilities introduced into your pipeline. Immediately identify the “right person” to take action on any security exposure. Avoid known security risks like Log4j and Codecov. Prevent new attack types based on proprietary research and threat intel. Detect anomalies like GitBleed. Ensure the security and integrity of all cloud artifacts. Undertake security gap analysis and identify any blind spots. Auto-discovery and mapping of all applications.Starting Price: $25 per month -
5
CygNet
NMSWorks Software
The trend that has emerged in the last several years is “Customer Centricity”, which has meant a shift from a Resouce-centric paradigm for OSS solutions to a Service centric paradigm with converged Fulfillment and Assurance operations. The CygNet Service Management Platform(SMP) is the foundation for the best-of-breed CygNet Service Fulfillment as well as Service Assurance systems. Based on the sound premise that accurate and up-to-date physical inventory plays a central role in the entire OSS-BSS value chain, the core of the CygNet SMP is the autodiscovery engine that fetches accurate, real-time resource inventory data from the network. The unique value proposition of the CygNet Autodiscovery engine is the built-in correlation algorithms that automatically "stitch" end to end circuits across vendors and technologies and across L1, L2 and L3. This faciltates auto-discovery of services - network-facing services as well as customer- facing services. -
6
Infrared360
Avada Software
Infrared360® is a complete solution for Administration, Monitoring, Load Testing, Auditing, Statistical Reporting and Self-Service for Enterprise middleware environments. Don’t let cloud platforms, containers, and other modern distributed architecture challenge your Service Level Objectives. Unlike other solutions, that write to logs and then trigger alerts from averages in those logs (causing oftentimes critical delays), Infrared360® provides True Real-Time™ monitoring with automatic notification of potential problems so you can maintain an optimally performing middleware layer. Auto-Discovery. Any objects, as soon as they have been created on any OS, including Queue Sharing groups and transmission queues, are auto-discovered so you can instantly determine if the allocated objects are correctly defined for availability to applications or subsystems. -
7
Kabeen
Kabeen
Smarter way to map your applications. Kabeen allows you to track your applications, mitigate shadow IT, cut costs and only retain the most efficient programs. Empower your IT strategies with Kabeen. Our automated data collection and collaborative documentation transforms complex data into strategic growth assets for your business. Empower your business with our system's auto-discovery feature. It detects all applications, spotlighting 'shadow IT' for advanced security. Easily manage and maintain your application inventory over time, improving efficiency and proactively managing risks. Empowering businesses with detailed application mapping - visualize, understand, and efficiently manage your complex information system. -
8
Huawei APM
Huawei Cloud
Connects to applications without having to modify code and collects performance data in a non-intrusive way. Delivers high throughput, ensuring premium experience. Analyzes root causes using AI-powered threshold detection and machine learning based on historical data. Opens O&M data query APIs and collection standards, and supports independent development. Application auto-discovery, transaction analysis, and Apdex to detect problems and improve user experience. Support for mainstream Java frameworks, web containers, communications protocols, and databases; easy access to applications without having to modify code. Full-stack tracing of messages from web browsers to servers, and then to databases; code-level O&M. APM provides application performance tracing and comprehensive topology views, letting you monitor applications in real time and diagnose faults quickly.Starting Price: $136 per month -
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Gluware
Gluware
Gluware brings a powerful layer of intelligence to today’s complex, multi-vendor enterprise networks so organizations can automate their networks at scale—code-free and error-free. Large global enterprise teams trust Gluware’s proven Intent-Based Networking system and off-the-shelf software package to help them safeguard their mission-critical networks and ensure business continuity. The GluwareⓇ Device Manager application helps large organizations quickly execute network device auto-discovery across their entire network, no matter how large or complex. Gluware Device Manager intelligently interrogates your network to build a database of your device inventory that includes hi-resolution details critical to automating your entire network code-free and at scale. -
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Centreon
Centreon
Centreon is a global provider of business-aware IT monitoring for always-on operations and performance excellence. The company’s holistic, AIOps-ready platform is designed for today’s complex, distributed hybrid cloud infrastructures. Centreon monitors the complete IT Infrastructure from Cloud-to-Edge for a clear and comprehensive view. Centreon removes blind spots, monitoring all equipment, middleware and applications that are part of modern IT workflows, from on-premise legacy assets to private and public cloud environments, all the way to the edge of the network, where smart devices and customers combine to create business value. Centreon is constantly current, able to support the most dynamic environments. With auto-discovery capabilities it can keep track of Software-Defined Network (SDN) elements, AWS or Azure cloud assets, Wi-Fi access points or any other component of today’s agile IT infrastructure. -
11
Overseer
Sensible Software Solutions
Overseer Network Monitor is simple-to-use network monitoring software that can help you monitor all your critical resources 24/7/365. Be notified of any issues that might affect the availability of your network and other IT resources. Potentially save you thousands of dollars in downtime and lost customers. Setup your resources quickly via import or auto-discovery. Save face with customers, managers, and employees by knowing about issues before they do. Save time by not installing agents on every computer to be monitored. Save time and avoid frustration by not dealing with complex licensing issues. Enjoy your day off, knowing that if anything goes wrong, you'll be notified immediately, directly on your cell phone. Sensible Software has been providing software development services to clients for over 10 years. We began development on Overseer Network Monitor in 2003 to provide our customers with a cost-effective solution for monitoring their systems.Starting Price: $50 one-time payment -
12
NiCE Active 365 Management Pack
NiCE IT Management Solutions GmbH
Microsoft 365 deployments are complex, with interconnected components like Teams, SharePoint, Exchange, and Entra ID. While failures are rare, they can’t be ruled out. Even if the M365 Service Health Dashboard shows no issues, users may still report login problems. The NiCE Active 365 Management Pack cuts through this complexity, pinpointing performance issues across users, groups, mailboxes, locations, and devices. The Auto-Discovery maps your entire hybrid or cloud-only deployment, from tenants to users, SharePoint sub-sites, Teams channels, OneDrive folders, and Exchange queues. Gain instant insights into Microsoft 365 performance, including licensing, user activity, identity service health, mobile device management, portal status, client applications, and the latest Microsoft Secure Score. Enhance visibility with any dashboarding tool within your System Center environment.Starting Price: on request -
13
pytest
pytest
pytest helps you write better programs. The pytest framework makes it easy to write small tests, yet scales to support complex functional testing for applications and libraries. Due to pytest’s detailed assertion introspection, only plain assert statements are used. Detailed info on failing assert statements. Auto-discovery of test modules and functions. Modular fixtures for managing small or parametrized long-lived test resources. Can run unittest (including trial) and nose test suites out of the box. Supports Python 3.6+ and PyPy 3. Rich plugin architecture, with over 315+ external plugins and thriving community. The maintainers of pytest and thousands of other packages are working with Tidelift to deliver commercial support and maintenance for the open source dependencies you use to build your applications. Save time, reduce risk, and improve code health, while paying the maintainers of the exact dependencies you use. -
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SciSpace BioMed Agent
SciSpace
SciSpace BioMed is a domain-native AI “co-scientist” for biomedical research that combines a vast literature database with 150+ integrated bio-tools and 100+ academic databases and software suites to streamline complex research workflows, from genomics and single-cell analysis to drug discovery and clinical genomics. It enables researchers to ask natural-language questions, ingest datasets, interpret variants or multi-omics data, design cloning or wet-lab workflows, reason about clinical or disease biology, and generate publication-ready outputs (e.g., figures, tables, and presentations) with full transparency and citations. Users can interact with scientific papers via “chat with PDF,” highlight confusing text, math, or tables, and get clear explanations, ideal for understanding difficult methods or concepts. For literature review or exploratory research, its AI-driven semantic search accesses millions of papers and returns citation-backed summaries.Starting Price: $12 per month -
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Easy-IP
Crypton Computers
Easy-IP is a fast, web-based IP Address Management (IPAM) solution, designed to help you manage your entire IP network infrastructure more efficiently. Using a powerful SNMP Network Discovery engine, Easy-IP enables you to maintain an accurate, up-to-date inventory for all your network devices. Allocate and track IP addresses dynamically. Eliminate duplicate IP address errors. Reduce IP admin costs by up to 50%. Manage multiple tenancies and overlapping IP address spaces. With Easy-IP you can keep track of all your IPv4/IPv6 Subnets, VLANS, IP addresses DNS hostnames and vital network devices like routers, switches & servers. Intuitive HTML5 Web Interface. Automated IPv4 & IPv6 Subnet Allocation. Rapid SNMP Network Auto-Discovery. Granular Role-Based Access Rights. Advanced Import/Export Functions. Powerful full-text Search Capabilities. Flexible Management Reports. User-Defined Custom Fields. Web Services SOAP API. SNMP MIB Browser. Switch Port Mapper.Starting Price: $495 one-time payment -
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Monty eSIM
Monty eSIM
Acquiring an eSIM is often easier and faster than getting a traditional SIM card. Plus, the switch to eSIM can be done online, in minutes with only a few taps. You no longer have to worry about waiting in lines at airports or visiting a store to get your own SIM card. In addition to making your trip easier, eSIM will spare you excessive data charges. With Monty eSIM, you get to browse the best bundles at the most affordable prices. This virtual tool reduces CO2 emissions and plastic waste helping the planet breathe again. A QR code is only needed if the auto-discovery notification is not received and will be delivered to you via email for activation. Step into the future with Monty eSIM, a digital SIM card embedded in your device, delivering the same functionality as a physical SIM without having to wait in queues & switch cards. Choose from a variety of local, regional & global eSIM plans for mobile data. Make voice calls, and send text messages via your internet-based calling app.Starting Price: $1 per 500 MB -
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Coiote IoT Device Management
AVSystems
Coiote IoT Device Management lets your ops teams deploy new IoT solutions and identify issues quicker than ever. Based on open standards, such as Lightweight M2M, it is a highly scalable platform for complete device lifecycle management. Full device lifecycle management to control your assets, launch new services and generate new streams of revenue. Create your own application tests to check if your devices work as you want them to, or use test sets already available in the platform. An intuitive graphical user interface makes device bootstrapping and device configuration easier than ever. Auto-discovery features enable rapid device onboarding, Coiote IoT DM automatically detects device capabilities and shows them in the GUI. This saves you money and speeds up time-to-market. Perform FOTA and SOTA upgrades at the optimal time without overloading constrained devices. The FOTA process is scalable and you can plan its execution, so that your deployment will never short circuit. -
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Mage Sensitive Data Discovery
Mage Data
Uncover hidden sensitive data locations within your enterprise through Mage's patented Sensitive Data Discovery module. Find data hidden in all types of data stores in the most obscure locations, be it structured, unstructured, Big Data, or on the Cloud. Leverage the power of Artificial Intelligence and Natural Language Processing to uncover data in the most complex of locations. Ensure efficient identification of sensitive data with minimal false positives with a patented approach to data discovery. Configure any additional data classifications over and above the 70+ out of the box data classifications covering all popular PII and PHI data. Schedule sample, full, or even incremental scans through a simplified discovery process. -
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SISA Radar
SISA Information Security
Helping organizations improve data protection with data discovery, file analysis and classification. Secure your entire data ecosystem with SISA Radar data discovery and data classification. Organize and classify sensitive data based on the criticality and business needs. Gain contextual information to improve sensitive data management. Gain visibility into structured, semi-structured and unstructured sensitive data. Protect data from unauthorized access. Meet compliance standards of PCI DSS, GDPR, CCPA, POPIA, PDPA, APRA and other privacy regulations Create and customize your own data classification scheme. Embrace a scalable and future-proof approach to next-gen data security. A single platform to discover, identify and contextualize sensitive data. A proprietary data discovery algorithm for faster detection and lower false positives. -
20
FileQuest
Digital Mountain
FileQuest® enables accelerated Web-based data discovery for litigation, investigations, regulatory compliance and privacy protection. FileQuest® Digital Mountain provides on-demand, Web-based solutions for acceleration and control over the complete electronic discovery workflow. FileQuest® is an advanced Web-based data discovery solution that empowers law firms, corporations and government organizations to seamlessly perform their own data extraction, filtering, processing, review and production of documents. With our robust, fully integrated platform, FileQuest® dramatically reduces the time required for data discovery and eliminates the need for your organization to maintain any software or hardware. In other words, FileQuest® provides you with accelerated data discovery on-tap with no fixed up-front costs. FileQuest® provides the power to: Import data. continuously as discovery occurs. Track all electronic evidence with an audit trail. -
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Knovos Discovery
Knovos
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. -
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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 -
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Octopai
Octopai
Harness the power of data lineage, discovery and a data catalog to achieve full control of your data. that can instantly navigate through the most complex data landscapes. Gain access to the most comprehensive automated data lineage, discovery and data catalog. Providing unprecedented visibility and trust into the most complex data environments. Octopai extracts metadata from your entire data environment. With a quick, secure and simple process, Octopai will instantly be able to analyze the metadata. In one centralized platform Octopai allows you to access data lineage, data discovery and a data catalog, automatically. Trace any data end-to-end through your entire data landscape, in seconds. Automatically find the data you need anywhere in your data landscape. Create company-wide consistency with a self-creating, self-updating data catalog. -
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WackoWiki
WackoWiki
WackoWiki – Small, lightweight, handy, expandable, multilingual Wiki-engine. It's designed for speed and extensibility. WackoWiki is completely free and open source, and it is BSD licensed. Includes a WYTIWYG editor, easy installer, section edit, thumbnail creation, many localizations, RSS autodiscovery, Links can be CamelCase or freely formed links using an intuitive two-character markup. Compatible with PHP 8.0 - 8.4 and MariaDB / MySQL. On-the-fly correction of punctual typos & spec. characters. Access control through per-page access control lists. Automatic table of contents generation. Page watching & email notification on changes/comments. Powerful diff between revisions.Starting Price: $0 -
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IBM StoredIQ® Suite helps you address the problems that challenge your data discovery, records management, compliance activities, storage optimization and data migration initiatives. By providing an in-depth and in-place unstructured data assessment, this software gives organizations visibility into data to make more informed business decisions. IBM StoredIQ for Legal provides an organized, systemic approach that streamlines electronic discovery (eDiscovery) for legal stakeholders. Automate policy with IBM StoredIQ Policy, bundled with the StoredIQ Suite. In-place data management enables an organization to discover, recognize, and act on unstructured data without moving it to a repository or specialty application. StoredIQ provides a powerful search function designed to accelerate the understanding of large amounts of unstructured content. Get a simplified and detailed analysis of large amounts of corporate data.
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RATH
Kanaries Data
RATH is beyond an open-source alternative to Data Analysis and Visualization tools such as Tableau. It automates your Exploratory Data Analysis workflow with an Augmented Analytic engine and auto generate multi-dimensional data visualization. Features: 🤖 Mega-auto exploration: Augmented analytic engine for discovering patterns, insights, and causals. A fully-automated way to explore and visualize datasets with one click. 👓 Data Wrangler: Automated data wrangler for generating a summary of the data and data transformation. 🛠 Semi-auto exploration: Never get lost again in Data Exploration. RATH progressively recommends your directions for Data Exploration. 🎨 Data painter: Having complex visual patterns that are difficult to grasp? Use Data Painter to instantly identify and get automatic explanations. 📊 Dashboard: build a beautiful interactive data dashboard 🚧 Causal Analysis: Provide causal discovery and explanations for complex relation analysis. -
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Leonovus Data Discovery Tool
Leonovus
Leonovus Data Discovery Tool scans Server Message Block (SMB) network attached file storage and characterizes the data stored on it. Data Discovery Tool is storage vendor agnostic and can work in a variety of environments. Use Data Discovery Tool to inventory your file servers by visualizing the types of files and the mix of active versus infrequently accessed data they contain. Data Discovery Tool provides the insight you need to develop a file storage strategy that addresses exponential data growth by tiering out infrequently accessed (“cold”) data. Leonovus Smart Filer enables transparent tiering of infrequently accessed (“cold”) data to cheaper cloud or secondary storage. Data Discovery Tool builds a data analytics model of your file-based data serving environment. In doing so, it provides you with a full understanding of how much data is being served, the age and activity of the data and its composition. Essentially, it provides you with a profile of your stored data. -
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CipherTrust Data Security Platform
Thales Cloud Security
Thales has pushed the innovation envelope with the CipherTrust Data Security Platform to remove complexity from data security, accelerate time to compliance, and secure cloud migrations. This next-generation platform is built on a modern micro-services architecture, is designed for the cloud, includes Data Discovery and Classification, and fuses together the best capabilities from the Vormetric Data Security Platform and KeySecure and connector products. CipherTrust Data Security Platform unifies data discovery, classification, data protection, and unprecedented granular access controls with centralized key management – all on a single platform. This results in less resources dedicated to data security operations, ubiquitous compliance controls, and significantly reduced risk across your business. The CipherTrust Data Security Platform is an integrated suite of data-centric security products and solutions that unify data discovery, protection and control in one platform. -
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Oracle Big Data Discovery
Oracle
Oracle Big Data Discovery is a stunningly visual, intuitive product that leverages the power of Hadoop to transform raw data into business insight in minutes, without the need to learn complex tools or rely only on highly specialized resources. With Oracle Big Data Discovery, customers can easily find relevant data sets in Hadoop, explore the data and quickly understand its potential, transform and enrich data to make it better, analyze the data to discover new insights, share results and publish back to Hadoop for use across the enterprise. In your organization, use BDD as the center of your data lab, as a unified environment for navigating and exploring all of your data sources in Hadoop, and to create projects and BDD applications. In BDD, a wider number of people can work with big data, compared with traditional analytics tools. You spend less time on data loading and updates, and can focus on actual data analysis of big data. -
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doolytic
doolytic
doolytic is leading the way in big data discovery, the convergence of data discovery, advanced analytics, and big data. doolytic is rallying expert BI users to the revolution in self-service exploration of big data, revealing the data scientist in all of us. doolytic is an enterprise software solution for native discovery on big data. doolytic is based on best-of-breed, scalable, open-source technologies. Lightening performance on billions of records and petabytes of data. Structured, unstructured and real-time data from any source. Sophisticated advanced query capabilities for expert users, Integration with R for advanced and predictive applications. Search, analyze, and visualize data from any format, any source in real-time with the flexibility of Elastic. Leverage the power of Hadoop data lakes with no latency and concurrency issues. doolytic solves common BI problems and enables big data discovery without clumsy and inefficient workarounds. -
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ResoluteAI
ResoluteAI
ResoluteAI's secure platform lets you search aggregated scientific, regulatory, and business databases simultaneously. Combined with our interactive analytics and downloadable visualizations, you can make connections that lead to breakthrough discoveries. Nebula is ResoluteAI's enterprise search product for science. We apply structured metadata and a range of AI capabilities to your institutional knowledge. This includes NLP, OCR, image recognition, and transcription, making your proprietary information easily findable and accessible. With Nebula, you have the power to unlock the hidden value in your research, experiments, market intelligence, and acquired assets. Structured metadata created from unstructured text, semantic expansion, conceptual search, and document similarity search. -
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Anzo
Cambridge Semantics
Anzo is a modern data discovery and integration platform that lets anyone find, connect and blend any enterprise data into analytics-ready datasets. Anzo’s unique use of semantics and graph data models makes it practical for the first time for virtually anyone in your organization – from skilled data scientists to novice business users – to drive the data discovery and integration process and build their own analytics-ready datasets. Anzo’s graph data models provide business users with a visual map of enterprise data that is easy to understand and navigate, even when your data is vast, siloed and complex. Semantics add business content to data, allowing users to harmonize data based on shared definitions and build blended, business-ready data on demand. -
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Microsoft Discovery
Microsoft
Microsoft Discovery is a new agentic platform designed to revolutionize research and development (R&D) by empowering scientists and engineers with AI-driven collaboration and high-performance computing (HPC). Built on Azure, this platform enables researchers to work alongside specialized AI agents that help accelerate the discovery process through advanced knowledge reasoning, hypothesis formulation, and experimental simulations. The platform's graph-based knowledge engine facilitates complex, contextual reasoning over vast amounts of scientific data, promoting transparency and accountability while speeding up the discovery cycle. By automating and enhancing research tasks, Microsoft Discovery offers an extensible, enterprise-ready solution that integrates seamlessly with existing tools and datasets. -
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Kogni
Kogni
Kogni's Discover feature enables enterprises to locate and detect all sensitive and critical information. Discover sensitive data from any source, in any format and in any type. Employ Kogni’s expert sensitive data discovery software to automate data discovery and classification. Our ease of implementation allows for seamless integration with your enterprise’s data warehouse. Accelerate compliance with international data regulations and industry standards with Kogni’s sensitive data discovery tool. Minimize the risk of data leak and the cost of non-compliance with data protection and privacy regulations like HIPAA, GDPR, CCPA, PCI, and PII amongst others. Scans and pin-points sensitive data from 10+ data sources. Produces a comprehensive sensitive information dashboard with an array of special features. Custom-build your sensitive data classification groups as per your company’s needs. Supports a wide range of data types and formats. -
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Trillium Discovery
Precisely
Visually assess the quality of your data and support data governance with comprehensive profiling, customized to your business. You have an unprecedented amount of data, but that data isn’t inherently valuable. Business users must work with the data to turn it into insights. With Trillium Discovery, your business users can evaluate data sources in three simple steps to quickly gain insight and determine if they are the best fit for a particular use case. It also enables your data analysts to quickly access data anywhere in your organization and profile it for accuracy and completeness. It connects to many data sources, including HDFS, Hive, relational databases, text and more. Trillium Discovery’s profiling techniques ensure your organization has the most complete, reliable assessment of enterprise data, so you can scope data-intensive projects, ensure compliance with standards and make informed business decisions. -
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Netwrix Data Classification
Netwrix
Does your organization’s ever-growing data give you a headache? Netwrix Data Classification solves your data-related challenges, such as mitigating the risk of data breaches, realizing the full value of your content, increasing employee productivity and passing compliance audits with less effort. Find sensitive content, such as financial data, medical records and other PII, both on premises and in the cloud. Automatically quarantine critical or sensitive data stored in unsecure locations or accessible by large groups of users to minimize its exposure until you can make a thoughtful remediation decision. Gain a better understanding of data patterns specific to your organization. With compound term processing and statistical analysis, you’ll get more relevant results than by relying on keywords and semantic analysis. Kick off your discovery in minutes with out-of-the-box rules that identify data protected by GDPR, PCI DSS, HIPAA and other regulations. -
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Causaly
Causaly
Leverage the power of AI to expedite the journey from bench research and laboratory insights to the launch of life-changing therapies. Gain up to 90% in research productivity by reducing your reading time from months to minutes. Cut through the noise with a high-precision, high-accuracy search to navigate the ever-growing volume of scientific literature with ease. Save time, reduce bias and increase odds of novel discoveries. Deeply explore disease biology and conduct advanced target discovery. Causaly’s high-precision knowledge graph consolidates evidence from millions of publications, making deep, unbiased scientific exploration possible. Rapidly navigate biological cause-and-effect relationships without being an expert. Get a view of all scientific documents and uncover hidden connections. Causaly’s powerful AI machine reads millions of published biomedical literature to support better decision-making and research outcomes. -
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Datalogz
Datalogz
Data knowledge management platform that enables teams to streamline data discovery and understanding with the ultimate goal of being able to trust their data. Prevent misreporting analytics and costly mistakes today! -
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Card Recon
Ground Labs
Card Recon by Ground Labs is the cardholder data discovery tool of choice for more than 300 PCI Qualified Security Assessors (QSAs) and PCI Forensic Investigators (PFI). Accurate and powerful, Card Recon is trusted by over 4,500 merchants across 80 countries as their preferred credit card data discovery tool. Ground Labs has two industry-leading credit card scanning solutions that can fit the needs of your small to medium business: Card Recon Server and Card Recon Desktop. Card Recon searches files, memory and even deleted locations on workstations and file servers (Card Recon Server only) while inspecting hundreds of file types to accurately detect credit card numbers issued by the 10 major payment card providers. Custom-built to meet PCI compliance, Card Recon’s out-of-the-box cardholder data detection capabilities scan for credit card numbers from the 10 major card brands and can identify 160+ combinations of primary account number (PAN) structures used around the world. -
40
Hitachi Content Intelligence
Hitachi Vantara
Intelligent data discovery and transformation improves productivity by revealing insights more quickly to make your business smarter. A robust solution framework for comprehensive discovery and fast exploration of your critical business data and storage operations. Whether on premises, off premises, in the cloud, structured or unstructured, Hitachi Content Intelligence maximizes data value to deliver the information you need to make the smartest business decisions. Mitigate your industry’s data growth and sprawl and easily find the data you need. Enrich your data to deliver the most relevant information that your business needs to stay informed. Aggregate data from any sources, surface new insights, and boost productivity with robust searches. -
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Dataguise
Dataguise
Don’t let data security or privacy hinder your analytics-driven innovation efforts. Dataguise can protect personal and sensitive data with flexible masking or encryption options to retain maximum business value. Data sets ready for analysis can be delivered in near real time for fresher insights and better decisions based on the complete picture. Dataguise customers have diverse and ever-changing needs. We recognize that by developing a strong network of carefully selected partners, we can deliver more comprehensive solutions, services, and expertise to our customers. Learn how to protect data privacy while maximizing data value in this executive guide. When compared to other data discovery solutions, Dataguise has been around longer, supports a broader range of data types and repositories, delivers lower false-positive results, and more reliably scans data at scale. Dataguise gives organizations the confidence to act on data in the best interests of the businesses, -
42
Datametica
Datametica
At Datametica, our birds with unprecedented capabilities help eliminate business risks, cost, time, frustration, and anxiety from the entire process of data warehouse migration to the cloud. Migration of existing data warehouse, data lake, ETL, and Enterprise business intelligence to the cloud environment of your choice using Datametica automated product suite. Architecting an end-to-end migration strategy, with workload discovery, assessment, planning, and cloud optimization. Starting from discovery and assessment of your existing data warehouse to planning the migration strategy – Eagle gives clarity on what’s needed to be migrated and in what sequence, how the process can be streamlined, and what are the timelines and costs. The holistic view of the workloads and planning reduces the migration risk without impacting the business. -
43
Praxi
Praxi.AI
Praxi is an AI-powered data classification platform designed to transform raw data into valuable, actionable insights for regulated industries such as healthcare, finance, and defense. It offers pre-trained AI models that automate data discovery, curation, and classification, saving time and resources by eliminating manual data work. The platform scans data platforms and silos, creating a unified interface to understand data relationships, ensuring GDPR-aligned data management, and supporting automated data curation. With real-time insights, enhanced data governance, and easy system integration, Praxi helps businesses unlock the full potential of their data, improve decision-making, and ensure compliance. -
44
Crunchbase
Crunchbase
Crunchbase is the leading platform for professionals to discover innovative companies, connect with the people behind them, and pursue new opportunities. Over 55 million professionals—including entrepreneurs, investors, market researchers, and salespeople—trust Crunchbase to inform their business decisions. And companies all over the world rely on us to power their applications, making over a billion calls to our API each year. We believe that diversity fosters the discovery of new solutions and surfaces old problems that need answers. We want to democratize access to opportunities so that people and companies with different perspectives can accelerate innovation for a better future. Crunchbase Pro: For individuals who want to access company, investor, and funding data via our web interface. Includes features like advanced search, custom lists, personalized alerts, and CSV exports. Great for sales professionals, entrepreneurs, market researchers, and investors.Starting Price: $29 per user per month -
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Collate
Collate
Collate is an AI‑driven metadata platform that empowers data teams with automated discovery, observability, quality, and governance through agent‑based workflows. Built on the open source OpenMetadata foundation and a unified metadata graph, it offers 90+ turnkey connectors to ingest metadata from databases, data warehouses, BI tools, and pipelines, delivering in‑depth column‑level lineage, data profiling, and no‑code quality tests. Its AI agents automate data discovery, permission‑aware querying, alerting, and incident‑management workflows at scale, while real‑time dashboards, interactive analyses, and a collaborative business glossary enable both technical and non‑technical users to steward high‑quality data assets. Continuous monitoring and governance automations enforce compliance with standards such as GDPR and CCPA, reducing mean time to resolution for data issues and lowering total cost of ownership.Starting Price: Free -
46
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. -
47
NXG Logic Explorer
NXG Logic
NXG Logic Explorer is a Windows-based machine learning package designed for data analytics, predictive analytics, unsupervised class discovery, supervised class prediction, and simulation. It enhances productivity by reducing the time required for various procedures, enabling users to identify novel patterns in exploratory datasets and perform hypothesis testing, simulations, and text mining to extract meaningful insights. Key features include automatic de-stringing of messy Excel input files, parallel feature analysis for generating summary statistics, Shapiro-Wilk tests, histograms, and count frequencies for multiple continuous and categorical variables. It allows simultaneous execution of ANOVA, Welch ANOVA, chi-squared, and Bartlett's tests on multiple variables, and automatically generates multivariable linear, logistic, and Cox proportional hazards regression models based on a default p-value criterion for filtering from univariate models. -
48
TERRA Mining AI
Minerva Intelligence
Advances in data collection and storage technologies have greatly increased the amount of data available to a geologist; however, it has led to databases that are far too vast and complex for geologists on their own to use effectively or efficiently evaluate. Optimize mineral deposit discovery and metallurgical research by combining AI technologies with geological modelling, exploratory data analysis, and unparalleled cloud computing power. Get detailed explanations for why each location was identified and advice on what additional exploration information to look for. Exploration and mining companies use target to evaluate regional to continental scale datasets for mineral prospectivity. Results augment the ability for exploration geologists to home in on targets through explainable targets and interactive advice. -
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BIOVIA Discovery Studio
Dassault Systèmes
Today’s biopharmaceutical industry is marked by complexity: growing market demands for improved specificity and safety, novel treatment classes and more intricate mechanisms of disease. Keeping up with this complexity requires a deeper understanding of therapeutic behavior. Modeling and simulation methods provide a unique means to explore biological and physicochemical processes down to the atomic level. This can guide physical experimentation, accelerating the discovery and development process. BIOVIA Discovery Studio brings together over 30 years of peer-reviewed research and world-class in silico techniques such as molecular mechanics, free energy calculations, biotherapeutics developability and more into a common environment. It provides researchers with a complete toolset to explore the nuances of protein chemistry and catalyze discovery of small and large molecule therapeutics from Target ID to Lead Optimization. -
50
NaturalText
NaturalText
NaturalText A.I. helps you get more out of your data. Discover relationships, create collections, and unveil hidden insights in documents and other text-based data. NaturalText A.I. uses novel artificial intelligence technology to uncover hidden relationships in data. The software uses various state-of-the-art methods to understand context, analyze patterns, and reveal insights—all in a human-readable way. Reveal insights hidden in your data. Finding everything hidden in your text data is a difficult, if not impossible, task. With traditional search, you can only locate information related to a document. NaturalText A.I., on the other hand, uncovers new information within millions of documents, including scientific papers and patents. Use NaturalText A.I. to reveal insights in the data you are currently missing.Starting Price: $5000.00
