Best Data Discovery Software for SAP HANA

Locating the appropriate data shouldn't resemble the daunting task of finding a needle in a haystack. DataHub's advanced discovery engine empowers users to pinpoint exactly what they seek through intuitive natural language searches, intelligent recommendations, and extensive contextual insights. Effortlessly explore datasets, dashboards, pipelines, and more, with results organized by relevance, popularity, and your team's engagement patterns. Each data asset is accompanied by detailed context—such as descriptions, schemas, sample datasets, usage metrics, and quality indicators—enabling users to assess the suitability of the data before getting started. Interactive features like discussions, annotations, and documentation make shared knowledge accessible and easy to search. DataHub adapts to user interactions, highlighting frequently accessed assets and recommending related data that has proven beneficial for others. Whether you are a data scientist in search of training data, an analyst crafting a report, or a business user tackling an urgent inquiry, DataHub streamlines your journey to the right data.

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.

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.

JMP is a data analysis tool compatible with both Mac and Windows that merges robust statistical capabilities with engaging interactive visualizations. The software simplifies the process of importing and analyzing data through its user-friendly drag-and-drop interface, interconnected graphs, an extensive library of advanced analytic features, a scripting language, and various sharing options, enabling users to explore their datasets more efficiently and effectively. Initially created in the 1980s to leverage the potential of graphical user interfaces for personal computing, JMP continues to evolve by incorporating innovative statistical techniques and specialized analysis methods from diverse industries with each new version released. Furthermore, John Sall, the founder of the organization, remains actively involved as the Chief Architect, ensuring the software stays at the forefront of analytical technology.

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.

Datameer is your go-to data tool for exploring, preparing, visualizing, and cataloging Snowflake insights. From exploring raw datasets to driving business decisions – an all-in-one tool.

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

Phocas provides an all-in-one business intelligence (BI) and financial planning and analysis (FP&A) platform for mid-market businesses who make, move and sell. Driven by a mission to make people feel good about data, Phocas helps businesses connect, understand, and plan better together. Partnering with ERP systems like Epicor, Sage, Oracle NetSuite, Phocas extends their capabilities by consolidating ERP, CRM, spreadsheets and other data sources into one easy-to-use platform, offering a range of tools to analyze, report, and plan. Its key features include intuitive dashboards, ad hoc reporting, dynamic financial statements, flexible budgeting, accurate forecasting, and automated rebate management. With real-time insights and secure access, Phocas empowers cross-functional teams to explore data and make informed decisions confidently. Designed to be self-serve for all business users, Phocas simplifies data-driven processes by automating manual tasks like consolidating financial and operational data – saving time and reducing errors. Whether you're preparing month-end reports, analyzing trends, managing cash flow, or optimizing rebates, Phocas provides the clarity you need to stay ahead.

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.

Mage Sensitive Data Discovery module can help you uncover hidden data locations in your company. You can find data hidden in any type of data store, whether it is structured, unstructured or Big Data. Natural Language Processing and Artificial Intelligence can be used to find data in the most difficult of places. A patented approach to data discovery ensures efficient identification of sensitive data and minimal false positives. You can add data classifications to your existing 70+ data classifications that cover all popular PII/PHI data. A simplified discovery process allows you to schedule sample, full, and even incremental scans.

TIMi allows companies to use their corporate data to generate new ideas and make crucial business decisions more quickly and easily than ever before. The heart of TIMi’s Integrated Platform. TIMi's ultimate real time AUTO-ML engine. 3D VR segmentation, visualization. Unlimited self service business Intelligence. TIMi is a faster solution than any other to perform the 2 most critical analytical tasks: data cleaning, feature engineering, creation KPIs, and predictive modeling. TIMi is an ethical solution. There is no lock-in, just excellence. We guarantee you work in complete serenity, without unexpected costs. TIMi's unique software infrastructure allows for maximum flexibility during the exploration phase, and high reliability during the production phase. TIMi allows your analysts to test even the most crazy ideas.

As a leader in the business arena, it's crucial to have unwavering confidence in your data, ensuring it is thoroughly governed, compliant, and precise. This entails incorporating all data from every source and location without any restrictions. It's important to have a comprehensive grasp of your data resources. Conduct audits to assess risks, compliance, and quality to support your initiatives. Create a detailed inventory of data across all sources and types, fostering a collective understanding of your data resources. Execute a swift, cost-effective, and precise one-time audit of your data assets. Audits for PCI, PII, and PHI are designed to be both fast and thorough. This service approach eliminates the need for any software purchases. Evaluate and audit the quality and duplication of data within all your enterprise data assets, whether they are cloud-native or on-premises. Ensure compliance with global data privacy regulations on a large scale. Actively discover, classify, track, trace, and audit compliance with privacy standards. Additionally, oversee the propagation of PII, PCI, and PHI data while automating the processes for complying with Data Subject Access Requests (DSAR). This comprehensive strategy will effectively safeguard your data integrity and enhance overall business operations.

Protect, Monitor, and Discover enterprise sensitive data across multiple platforms and environments. Automate your subject rights response and demonstrate regulatory compliance - all in one solution