[ SAP HAN... Reviews ](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) [ SAP HAN... Reviews ](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) # SAP HANA Cloud Features ##### ## Reports (8) Reports Interface Reports interface for standard and self-service reports is intuitive and easy to use. Steps to Answer Requires a minimal number of steps/clicks to answer business question. Graphs and Charts Offers a variety of attractive graph and chart formats. Score Cards Score cards visually track KPI's. Dashboards Provides business users an interface to easily design, refine and collaborate on their dashboards Reports Interface Reports interface for standard and self-service reports is intuitive and easy to use. Share Reports Receive email reports and notifications regarding metrics. Steps to Answer Requires a minimal number of steps/clicks to answer business question. Show More ##### ## Database Features (7) Storage Availability Stability Scalability Security Data Manipulation Query Language Show More ##### ## Statistical Tool (3) Scripting Supports a variety of scripting environments Data Mining Mines data from databases and prepares data for analysis Algorithms Applies statistical algorithms to selected data Show More ##### ## Data Analysis (2) Analysis Analyzes both structured and unstructured data Data Interaction Interacts with data to prepare it for visualizations and models Show More ##### ## Decision Making (4) Modeling Offers modeling capabilities Data Visualizations Creates data visualizations or graphs Report Generation Generates reports of data performance Data Unification Unifies information on a singular platform Show More ##### ## Data Updates (5) Historical Snapshots Ability to track historical data. Real-Time Updating Track metrics in real time with consistent and frequent updates. Email Reports Receive email reports and notifications regarding metric. Historical Snapshots Ability to track historical data. Real-Time Updating Track metrics in real time with consistent and frequent updates. Show More ##### ## Configuration (5) Application Performance Functions when integrated with multiple forms of external applications. Orchestration Allows admisistrators to manage and organize storage, networks, and datacenters. Database Monitoring Monitors performance and statistics related to memory, caches and connections. Anomaly Detection Alerts users when unauthorized parties or malware is detected allowing administrators to remedy the issue. Network Security Secures data at rest and in transit from unauthorized access. Show More ##### ## Database Administration (3) Provisioning Allows administrators to organize components of the database to maintain instance efficiency. Governance Allows the creating and relinquishing of database access credentials. Auditing Documents access and alterations of the database for analytics and reporting. Show More ##### ## Availability (4) Scalability Expands functionality while maintaining balanced loads. Serves growing demand without reducing functionality. Backup The abillity to restore files to its original loacation or alternative sources on-demand. Archiving Stores historical records of information for reverting or reference. Indexing Helps users navigate databases by labeling and organizing datasets. Show More ##### ## Model Development (5) Language Support Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript Drag and Drop Offers the ability for developers to drag and drop pieces of code or algorithms when building models Pre-Built Algorithms Provides users with pre-built algorithms for simpler model development Model Training Supplies large data sets for training individual models Feature Engineering Transforms raw data into features that better represent the underlying problem to the predictive models Show More ##### ## Machine/Deep Learning Services (6) Computer Vision Offers image recognition services Natural Language Processing Offers natural language processing services Natural Language Generation Offers natural language generation services Artificial Neural Networks Offers artificial neural networks for users Natural Language Understanding Offers natural language understanding services Deep Learning Provides deep learning capabilities Show More ##### ## Deployment (13) Managed Service Manages the intelligent application for the user, reducing the need of infrastructure Application Allows users to insert machine learning into operating applications Scalability Provides easily scaled machine learning applications and infrastructure Language Flexibility Allows users to input models built in a variety of languages. Framework Flexibility Allows users to choose the framework or workbench of their preference. Versioning Records versioning as models are iterated upon. Ease of Deployment Provides a way to quickly and efficiently deploy machine learning models. Scalability Offers a way to scale the use of machine learning models across an enterprise. Language Flexibility Allows users to input models built in a variety of languages. Framework Flexibility Allows users to choose the framework or workbench of their preference. Versioning Records versioning as models are iterated upon. Ease of Deployment Provides a way to quickly and efficiently deploy machine learning models. Scalability Offers a way to scale the use of machine learning models across an enterprise. Show More ##### ## Cartography (4) Map Design Ability to create a map from different perspectives and with varying geographic features. Vector Mapping Create a map made up of points and lines that may have additional information assigned to them. Data Visualization Ability to translate data and metrics into charts, graphs, and other ways to communication information. Overlaying Visualize different forms of data in one single image. Show More ##### ## Analysis (11) Predictive Analysis Make informed decisions and predict patterns based on data. Distance Analysis Select a point on the map and display data within a certain radius. Spatial Analysis Use data to gather information about a specific location's geographic features. Data Stream Study data in live time to analyze any changes happening in the location. Automation Automates back-end technical manual processes. Named entity recognition Identifies entities such as organization, person name, location, etc Keyphrase Extraction Extracts keyphrases to determine patterns and themes within text. Topic Analysis Automatically identifies and organizes text based on topic or subject matter. Sentiment Analysis Utilizes sentiment analysis to capture user feedback. Language Identification Identifies the language in which text was written in. Syntax/Part of Speech Parsing Provides the ability to identify syntax and parts of speech. Show More ##### ## Reporting (3) Data Transformation The ability to convert the format of source data to one required for the reporting system. WYSIWYG Design Easily design and refine dashboards and reports. API Integrations Integrating APIs that allow you to customize your tool as needed. Show More ##### ## Administration (3) Database Management Supports for managing different types of databases and integration methods. Access Control Gives admistrators control over data-related privilages and accessability Data Security Allows users to secure access to data. Provides additional support for security practices like IP whitelisting, attack mitigation, and data encryption. Show More ##### ## Federation (4) Architecture Creates integrations and allows management of connected contains. Provisioning Allows administrators to organize components of the database to maintain instance efficiency. Orchestration Allows admisistrators to manage and organize storage, networks, and datacenters. API / Integrations Application Programming Interface Specification for how the application communicates with other software. APIs typically enable integration of data, logic, objects, etc. with other software applications. Show More ##### ## Transformation (3) Data Visualization Processes data and represents interpretations in a variety of graphic formats. Application Performance Functions when integrated with multiple forms of external applications. Data Modeling Tools to (re)structure data in a manner that allows extracting insights quickly and accurately. Show More ##### ## Management (12) Cataloging Records and organizes all machine learning models that have been deployed across the business. Monitoring Tracks the performance and accuracy of machine learning models. Governing Provisions users based on authorization to both deploy and iterate upon machine learning models. Model Registry Allows users to manage model artifacts and tracks which models are deployed in production. Data dictionary Stores the database metadata, that is the definitions of data elements, types, relationships etc. Data Replication Creates a copy of the database to maintain consistency and integrity. Query Language Allows users to create, update and retrieve data in a database. Data Modeling Defines the logical design of the data before building the schemas. Performance Analysis Monitors and analyzes critical database attributes like query performance, user sessions, dead lock detail, system errors etc and visualize them on a custom dashboard. Cataloging Records and organizes all machine learning models that have been deployed across the business. Monitoring Tracks the performance and accuracy of machine learning models. Governing Provisions users based on authorization to both deploy and iterate upon machine learning models. Show More ##### ## System (1) Data Ingestion & Wrangling Gives user ability to import a variety of data sources for immediate use Show More ##### ## Security (9) Data Masking Data masking provides an additional layer of access control that can be applied to tables and views. Authentication And Single Sign-On Verifies identity of database users. Data Anonymization Allows users to gain statistically valid insights from their data while protecting the privacy of individuals. Data Encryption Encrypts and transforms data at the database from a readable state into a ciphertext of unreadable characters. User Access Control Allows restricted user acess to modify depending on the access level. Database Locking Prevents other users and applications from accessing data while it is being updated to avoid data loss or update. Access Control Allows permissions to be granted or revoked in the database, schema or table levels. Encryption Built-in native encryption with enterprise key management. Authentication Provides multi-factor authentication with certificates. Show More ##### ## Data Management (2) Data Replication Helps in improving the availability of data. Advanced Data Analytics Uses machine learning algorithms to gain actionable insights. Show More ##### ## Maintenance (3) Data Migration Allows data movement from one database to another. Backup and Recovery Provides data backup and recovery functionality to protect and restore a database. Multi-User Environment Allows users to access and work on data concurrently, supporting several views of the data. Show More ##### ## Support (3) Text Search Provides support for international character sets and full text search. Data Types Supports multiple data types like primitive, structured, document etc. Languages Supports multiple procedural programming languages like PL/PGSQL, Perl, Python etc. Show More ##### ## Performance (4) Disaster Recovery Provides data recovery functionality to protect and restore data in a database. Data Concurrency Allows multi-version concurrency control. Workload Management Handles workloads, from single machines to data warehouses or web services with many concurrent users. Advanced Indexing Allows users to quickly retrieve data through various types of indexing like B-tree, hash table etc. Show More ##### ## Management (4) Data Schema Data is organized as a set of tables with columns and rows like a table structure. Query Language Allows users to create, update and retrieve data in a database. ACID - Complaint Adheres to ACID (atomicity, consistency, isolation, durability), a set of database transaction properties. Data Replication Provides log-based or/and trigger-based replication. Show More ##### ## Operations (3) Metrics Control model usage and performance in production Infrastructure management Deploy mission-critical ML applications where and when you need them Collaboration Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance. Show More ##### ## Visualization (4) Graphs and Charts Offers a variety of attractive graph and chart formats. Score Cards Score cards visually track KPI's. Dashboards Provides business users an interface to easily design, refine and collaborate on their dashboards Formats Allows one to create and export visualization into various formats (PNG, JPEG, etc.) Show More ##### ## Collaboration (3) Sharing Provides the ability to easily share visualizations. Co-Editing Allows multiple users to edit and create visualizations together. Devices Has the ability to edit visualization across devices and device types (e.g. computer and phone). Show More ##### ## Setup (3) Integration Provides the ability to import data from a variety of sources and in multiple data formats. Maintenance Consistently maintains, updates, and tests data sources to ensure quality. No-Code Allows users to analyze data easily without the need to code. Show More ##### ## Data (2) Security Ensures privacy and security of customer data. Data Visualization Visualizes text data through charts and graphs. Show More ##### ## Customization (3) Pre-Built Parameterization Allow capabilities to be customized (key-phrase, topics, sentiment, named entity) by adding keywords or exceptions. Custom Extension Allow user to add custom functions to Analysis capabilities Compositionality User created models can be used as features/pre-built in other models Show More ##### ## Generative AI (11) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text-to-Image Provides the ability to generate images from a text prompt. Show More ##### ## Integration - Machine Learning (1) Integration Supports integration with multiple data sources for seamless data input. Show More ##### ## Learning - Machine Learning (3) Training Data Enhances output accuracy and speed through efficient ingestion and processing of training data. Actionable Insights Generates actionable insights by applying learned patterns to key issues. Algorithm Continuously improves and adapts to new data using specified algorithms. Show More ##### ## Agentic AI - Data Science and Machine Learning Platforms (7) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Decision Making Makes informed choices based on available data and objectives Show More ## Top-Rated Alternatives [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.5/5(756) ](https://www.g2.com/products/snowflake/reviews) [ ![Teradata Autonomous Knowledge Platform](https://images.g2crowd.com/uploads/product/hd_favicon/18effe7340087cf76270e479644d3e42/teradata-autonomous-knowledge-platform.svg "Teradata Autonomous Knowledge Platform") Teradata Autonomous Knowledge Platform 4.3/5(377) ](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) [ ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") Alteryx 4.6/5(876) ](https://www.g2.com/products/alteryx/reviews) [ View All Alternatives ](https://www.g2.com/products/sap-hana-cloud-2025-10-01/competitors/alternatives) ## Technology Glossary Features View full feature definition View definitions of the features and discover new technology terms. 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