SAP HANA Cloud Features
Reports (17)
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Reports Interface
Reports interface for standard and self-service reports is intuitive and easy to use.
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Steps to Answer
Requires a minimal number of steps/clicks to answer business question.
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Graphs and Charts
Offers a variety of attractive graph and chart formats.
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Score Cards
Score cards visually track KPI's.
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Dashboards
Provides business users an interface to easily design, refine and collaborate on their dashboards
Customizable Reports
Alter the layout and content of reports
Marketing Reports
Reports specific to marketing and associated campaigns
Sales Reports
Reports specific to sales analysis for trends and strategies
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Interactive Reports
Edit and personalize data view as needed
Customizable Reports
Alter the layout and content of reports
Customizable Reports
Alter the layout and content of reports
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Customizable Dashboard
Alter the layout and content of dashboards
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Reports Interface
Reports interface for standard and self-service reports is intuitive and easy to use.
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Share Reports
Receive email reports and notifications regarding metrics.
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Steps to Answer
Requires a minimal number of steps/clicks to answer business question.
Database Features (7)
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Storage
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Availability
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Stability
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Scalability
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Security
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Data Manipulation
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Query Language
Statistical Tool (3)
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Scripting
Supports a variety of scripting environments
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Data Mining
Mines data from databases and prepares data for analysis
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Algorithms
Applies statistical algorithms to selected data
Data Analysis (4)
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Analysis
Analyzes both structured and unstructured data
Data Interaction
Interacts with data to prepare it for visualizations and models
Time Series Analysis
Series of data points indexed in time order
Trend Analysis
Review data from past periods to reveal recurring tendencies and predict future performance
Decision Making (5)
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Modeling
Offers modeling capabilities
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Data Visualizations
Creates data visualizations or graphs
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Report Generation
Generates reports of data performance
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Data Unification
Unifies information on a singular platform
Customizable Reports
Alter the layout and content of reports
Data Updates (9)
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Historical Snapshots
Ability to track historical data.
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Real-Time Updating
Track metrics in real time with consistent and frequent updates.
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Scheduled/Automated Reports
Set a time to generate routine reports automatically
Customizable Reports
Alter the layout and content of reports
Predictive Analytics
Predict future data based on historical data sets
Data Management
Ability to handle large datasets
Real-Time Data
Receive data and information in real time
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Historical Snapshots
Ability to track historical data.
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Real-Time Updating
Track metrics in real time with consistent and frequent updates.
Configuration (5)
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Application Performance
Functions when integrated with multiple forms of external applications.
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Orchestration
Allows admisistrators to manage and organize storage, networks, and datacenters.
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Database Monitoring
Monitors performance and statistics related to memory, caches and connections.
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Anomaly Detection
Alerts users when unauthorized parties or malware is detected allowing administrators to remedy the issue.
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Network Security
Secures data at rest and in transit from unauthorized access.
Database Administration (3)
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Provisioning
Allows administrators to organize components of the database to maintain instance efficiency.
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Governance
Allows the creating and relinquishing of database access credentials.
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Auditing
Documents access and alterations of the database for analytics and reporting.
Availability (4)
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Scalability
Expands functionality while maintaining balanced loads. Serves growing demand without reducing functionality.
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Backup
The abillity to restore files to its original loacation or alternative sources on-demand.
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Archiving
Stores historical records of information for reverting or reference.
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Indexing
Helps users navigate databases by labeling and organizing datasets.
Model Development (7)
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
Database Support
Supports common databases such as MySQL and Oracle
Multi-Language
Manage and support multiple languages
Feature Engineering
Transforms raw data into features that better represent the underlying problem to the predictive models
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
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.
Cartography (5)
Geographic Maps
Visualize locations on a map
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.
Data Mapping
Track the management and flow of data throughout the organization
Analysis (22)
Predictive Analytics
Predict future data based on historical data sets
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.
Demographic Data
Trend Analysis
Review data from past periods to reveal recurring tendencies and predict future performance
Trade Area Analysis
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.
Multi-Language
Manage and support multiple languages
Trend Analysis
Review data from past periods to reveal recurring tendencies and predict future performance
Text Analysis
Process of extracting and classifying information from text, such as tweets, emails, product reviews, etc
Qualitative Comparative Analysis
Statistical Analysis
Apply statistical/mathematical models to sets of data
User Research Analysis
Analyze and gain insights into user experience
Ad hoc Analysis
Quantitative Analysis
Reporting (4)
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.
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Administration (13)
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Database Management
Supports for managing different types of databases and integration methods.
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Access Control
Gives admistrators control over data-related privilages and accessability
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Data Security
Allows users to secure access to data. Provides additional support for security practices like IP whitelisting, attack mitigation, and data encryption.
Remote Access/Control
Access work applications remotely, for when working away from the office and/or traveling
Version Control
Track revisions and updates made to files and navigate between different versions
Remote Monitoring & Management
Remotely monitor and manage client networks, endpoints, systems, and devices via locally installed applications
Capacity Management
Monitor service demand and performance to plan for adequate resources that meet business needs
Configuration Management
Identify component attributes like servers, hardware, software, and manage relationships across all services
File Management
Create, save, and store files
Compliance Management
Track and manage adherence to policies for any service, product, process, or supplier
Service Level Agreement (SLA) Management
Set and monitor service level agreements to ensure timely response and resolution
Namespace Management
Prevent naming collisions across files, folders and systems
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Federation (7)
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Architecture
Creates integrations and allows management of connected contains.
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Provisioning
Allows administrators to organize components of the database to maintain instance efficiency.
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Orchestration
Allows admisistrators to manage and organize storage, networks, and datacenters.
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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.
Virtual Machine Provisioning
Create new VMs on physical host servers and allocate resources
API
Application programming interface that allows for integration with other systems/databases
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Transformation (3)
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Data Visualization
Processes data and represents interpretations in a variety of graphic formats.
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Application Performance
Functions when integrated with multiple forms of external applications.
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Data Modeling
Tools to (re)structure data in a manner that allows extracting insights quickly and accurately.
Management (15)
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.
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Data dictionary
Stores the database metadata, that is the definitions of data elements, types, relationships etc.
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Data Replication
Creates a copy of the database to maintain consistency and integrity.
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Query Language
Allows users to create, update and retrieve data in a database.
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Data Modeling
Defines the logical design of the data before building the schemas.
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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.
Data Synchronization
Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency
Real-Time Data
Receive data and information in real time
Data Storage Management
Manage and store data in a database
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.
System (2)
Data Ingestion & Wrangling
Gives user ability to import a variety of data sources for immediate use
Real-Time Data
Receive data and information in real time
Security (10)
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Data Masking
Data masking provides an additional layer of access control that can be applied to tables and views.
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Authentication And Single Sign-On
Verifies identity of database users.
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Data Anonymization
Allows users to gain statistically valid insights from their data while protecting the privacy of individuals.
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Data Encryption
Encrypts and transforms data at the database from a readable state into a ciphertext of unreadable characters.
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User Access Control
Allows restricted user acess to modify depending on the access level.
Mobile Access
Access software remotely via mobile devices
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Database Locking
Prevents other users and applications from accessing data while it is being updated to avoid data loss or update.
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Access Control
Allows permissions to be granted or revoked in the database, schema or table levels.
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Encryption
Built-in native encryption with enterprise key management.
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Authentication
Provides multi-factor authentication with certificates.
Data Management (2)
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Data Replication
Helps in improving the availability of data.
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Advanced Data Analytics
Uses machine learning algorithms to gain actionable insights.
Maintenance (5)
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Data Migration
Allows data movement from one database to another.
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Backup and Recovery
Provides data backup and recovery functionality to protect and restore a database.
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Multi-User Environment
Allows users to access and work on data concurrently, supporting several views of the data.
Automatic Backup
Data is backed up automatically to prevent data loss
Database Conversion
Transformation of data from one format to another
Support (3)
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Text Search
Provides support for international character sets and full text search.
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Data Types
Supports multiple data types like primitive, structured, document etc.
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Languages
Supports multiple procedural programming languages like PL/PGSQL, Perl, Python etc.
Performance (4)
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Disaster Recovery
Provides data recovery functionality to protect and restore data in a database.
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Data Concurrency
Allows multi-version concurrency control.
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Workload Management
Handles workloads, from single machines to data warehouses or web services with many concurrent users.
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Advanced Indexing
Allows users to quickly retrieve data through various types of indexing like B-tree, hash table etc.
Management (4)
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Data Schema
Data is organized as a set of tables with columns and rows like a table structure.
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Query Language
Allows users to create, update and retrieve data in a database.
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ACID - Complaint
Adheres to ACID (atomicity, consistency, isolation, durability), a set of database transaction properties.
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Data Replication
Provides log-based or/and trigger-based replication.
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.
Visualization (7)
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Graphs and Charts
Offers a variety of attractive graph and chart formats.
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Score Cards
Score cards visually track KPI's.
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Dashboards
Provides business users an interface to easily design, refine and collaborate on their dashboards
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Formats
Allows one to create and export visualization into various formats (PNG, JPEG, etc.)
Mobile Dashboards
View and present dashboard on mobile devices
Public Dashboards
Publish dashboard publicly on various platforms
Private Dashboards
Share dashboard screen within private user groups
Collaboration (3)
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Sharing
Provides the ability to easily share visualizations.
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Co-Editing
Allows multiple users to edit and create visualizations together.
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Devices
Has the ability to edit visualization across devices and device types (e.g. computer and phone).
Setup (4)
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.
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Data (4)
Security
Ensures privacy and security of customer data.
Data Visualization
Visualizes text data through charts and graphs.
Real-Time Data
Receive data and information in real time
Visual Analytics
Interact with data visualization elements, such as charts and graphs, to drill down into data
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
Generative AI (15)
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.
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AI Text Generation
Allows users to generate text based on a text prompt.
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AI Text Summarization
Condenses long documents or text into a brief summary.
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
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.
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
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.
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
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.
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
Integration - Machine Learning (2)
Integration
Supports integration with multiple data sources for seamless data input.
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
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.
Agentic AI - Data Science and Machine Learning Platforms (8)
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
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Additional Functionality (264)
Customizable Reports
Alter the layout and content of reports
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
Data Extraction
Automatically retrieve and pull information from documents, websites, images, data sets, and other sources
Semantic Search
Data Storage Management
Manage and store data in a database
Ad hoc Reporting
Generate one-off reports that meet information requirements
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Predictive Analytics
Predict future data based on historical data sets
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Visual Analytics
Interact with data visualization elements, such as charts and graphs, to drill down into data
Data Mapping
Track the management and flow of data throughout the organization
Data Synchronization
Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency
Statistical Analysis
Apply statistical/mathematical models to sets of data
Categorization/Grouping
Organize and group data or items based on various criteria
Trend Analysis
Review data from past periods to reveal recurring tendencies and predict future performance
Data Profiling
Examines, analyzes, and organizes data to create relevant summaries or graphs.
Linked Data Management
Data Visualization
Graphical representation of data
API
Application programming interface that allows for integration with other systems/databases
Multiple Data Sources
Allows users to manage data from a number of sources
Sentiment Analysis
Categorize emotions expressed in written text or images and identify if they are positive, negative or neutral
Search/Filter
Search and filter data across systems to locate required information by entering keywords or certain criteria
Data Import/Export
Import and export data to and from software applications
Data Capture and Transfer
Import, collect, and capture data from multiple sources
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Monitoring
Observe and track the demand, usage, progress or quality of a system, product, or user
Data Connectors
Connect to big data sources
Ad hoc Analysis
Text Mining
Transforming unstructured text into a structured format to identify meaningful patterns and new insights
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns
Predictive Modeling
Analyzing historical and current data and generating a model to help predict future outcomes.
Real-Time Analytics
Analyze and gain insights into data in real-time
Configurable Workflow
Configure existing workflows to meet your organization's needs
Tagging
Attach digital tags to documents and assets for identification, search, or monitoring purposes
Endpoint Management
Track status, assign actions, and control access to systems for devices within the organization
No-Code
Drag and drop/visual interfaces that allow non-tech users to build without writing code
Data Preparation
Transforming raw data to run it through machine learning algorithms to uncover insights or make predictions.
Auditing
Examine established processes and records to ensure accuracy, compliance, and policy adherence
Big Data Analytics
Examine large amounts of data to uncover hidden patterns, correlations, and other insights
ML Algorithm Library
Share, track, and store machine learning models and data.
Data Management
Ability to handle large datasets
Activity Tracking
Track and document all activities across devices, networks, and other systems
Data Security
Protect sensitive data for digital privacy
Workflow Management
Create, design and manage workflows for repetitive tasks
Workflow Management
Create, design and manage workflows for repetitive tasks
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Data Extraction
Automatically retrieve and pull information from documents, websites, images, data sets, and other sources
Relational Database Management
Database management based on relationships between data
SSL Security
Security protocol that ensures secure, encrypted communication over the internet, safeguarding sensitive data from unauthorized access
API
Application programming interface that allows for integration with other systems/databases
Data Connectors
Connect to big data sources
Search/Filter
Search and filter data across systems to locate required information by entering keywords or certain criteria
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns
Customizable Templates
Pre-designed layouts that can be customized to match preferences and requirements
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Full Text Search
Search for specific words or phrases within a document or database
Data Virtualization
Retrieve and use data without requiring technical details about the data
Data Import/Export
Import and export data to and from software applications
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
Drag & Drop
Assemble applications and processes by dragging over and arranging pre-built components
Customizable Fields
Customize data fields to support various needs and use cases
Authentication
Verify the identity of users/devices to enable secure access
Data Visualization
Graphical representation of data
Secure Data Storage
Securely stores data to prevent data loss or breaches
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Data Mapping
Track the management and flow of data throughout the organization
Multiple Programming Languages Supported
Run stored procedures and queries in multiple programming languages, such as JSON, Java, Python, Ruby, Perl, and SQL
Data Capture and Transfer
Import, collect, and capture data from multiple sources
User Management
Manage user accounts, profiles, roles, permissions, and other details across applications, devices or networks
NOSQL Database Management
Database management based on customization, fluidity, and document relations
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Calendar Management
Track and manage schedules and meetings via an integrated calendar
Real-Time Monitoring
Active monitoring of systems, applications, or networks
Document Storage
Store and organize documents in a centralized system
Audit Management
Plan, schedule, and execute organization's accounts and assets to ensure compliance with policies and laws
Charting
Manage patient documentation describing all clinical interactions, diagnoses, procedures, medications, etc.
Real-Time Reporting
Active reporting of data and metrics
Real-Time Monitoring
Active monitoring of systems, applications, or networks
Two-Factor Authentication
Extra layer of security that requires not only a password and username but also something specific to that user
Virtual Machine Encryption
Encrypts all information within a virtual machine including data, files, OS and software programs.
Backup and Recovery
Create backups and provide methods to recover deleted/lost data
File Transfer
Move files across different systems or networks
Server Monitoring
Continuously scan servers on a designated network to monitor health and search for any irregularities or failures
Secure Data Storage
Securely stores data to prevent data loss or breaches
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Data Migration
Move from one database to another, or upgrade the version of database software being used
Virtual Machine Monitoring
Track and manage virtual machines (VMs) running on physical host machines
Load Balancing
Process of distributing a set of tasks over a set of resources, with the aim of making their overall processing more efficient
Remote Update/Installation
Deploy updates or install new software remotely
Archiving & Retention
Moving and separately storing data that is not actively used or continuous storage of data for compliance purposes
Visual Analytics
Interact with data visualization elements, such as charts and graphs, to drill down into data
Virtual Machine Snapshots
Create images of a virtual machine at a specific point in time as a state to revert to if needed
Role-Based Permissions
Set & manage permission levels based on user roles and restrict access to only authorized individuals
HIPAA Compliant
Compliant with HIPAA, which sets standards for sensitive patient data protection
Performance Monitoring
Monitoring and measurement of relevant metrics to assess the performance of IT resources
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Desktop/Application Virtualization
Platform to achieve application and desktop virtualization
Event Logs
A chronological record of actions or occurrences within a network, software, or process
Single Sign On
Allow users to access multiple services after entering their login credentials once
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
Disaster Recovery
Plan and implement business continuity measures in case of unforeseen events
Alerts/Escalation
System alerts about the need to escalate an issue or request
Automatic Backup
Data is backed up automatically to prevent data loss
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
KPI Monitoring
Tracking the status of previously identified performance measurements
Secure Data Storage
Securely stores data to prevent data loss or breaches
Multiple Data Sources
Allows users to manage data from a number of sources
Data Visualization
Graphical representation of data
Single Sign On
Allow users to access multiple services after entering their login credentials once
Natural Language Search
Ability to interact with the application using human languages such as English
Search/Filter
Search and filter data across systems to locate required information by entering keywords or certain criteria
Alerts/Notifications
Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Real-Time Notifications
Notifications that are delivered to users as soon as an event occurs
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
Widgets
An extended application or connector that enables users to perform additional services with their current set of tools
Performance Metrics
A set of indicators that tracks the performance of networks, applications, systems, teams, etc.
Ad hoc Reporting
Generate one-off reports that meet information requirements
Activity Tracking
Track and document all activities across devices, networks, and other systems
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Customizable Branding
Add customized logos and colors to align with company branding
Data Aggregation
Collect, process and structure data from multiple sources for further analysis
Dashboard Creation
Creation and customization of dashboards
Data Connectors
Connect to big data sources
Customizable Templates
Pre-designed layouts that can be customized to match preferences and requirements
Data Synchronization
Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency
API
Application programming interface that allows for integration with other systems/databases
Forecasting
Form predictions based on past and present data/trends
Interactive Elements
Various components within a system including buttons, clickable icons, hover effects, and more
Single Page View
Display aggregated data points on one page for a bird's eye view assessment
Data Import/Export
Import and export data to and from software applications
Drag & Drop
Assemble applications and processes by dragging over and arranging pre-built components
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Trend Analysis
Review data from past periods to reveal recurring tendencies and predict future performance
Workflow Management
Create, design and manage workflows for repetitive tasks
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Functions/Calculations
Perform various mathematical calculations using the data
Historical Reporting
Information, data and reports that are being tracked over time
Data Capture and Transfer
Import, collect, and capture data from multiple sources
Visual Discovery
Process of visually navigating data and applying analytics to detect patterns, gain insight, and answer specific business queries.
Real-Time Updates
Receive system updates as soon as any changes are made
Real-Time Reporting
Active reporting of data and metrics
Data Mapping
Track the management and flow of data throughout the organization
Relational Display
Relationship diagram view that arranges items in data based on the relationships between them in a freeform graph.
Visual Analytics
Interact with data visualization elements, such as charts and graphs, to drill down into data
OLAP
Online Analytical Processing technology for performing high-speed complex queries or multidimensional analysis on large volumes of data
Ad hoc Query
One-off queries made on an as-needed basis
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns
Customizable Reports
Alter the layout and content of reports
Geotargeting
Geographic location of visitors determines behavior of the software
Ad hoc Reporting
Generate one-off reports that meet information requirements
Search/Filter
Search and filter data across systems to locate required information by entering keywords or certain criteria
Role-Based Permissions
Set & manage permission levels based on user roles and restrict access to only authorized individuals
Alerts/Notifications
Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges
Real-Time Analytics
Analyze and gain insights into data in real-time
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns
Activity Tracking
Track and document all activities across devices, networks, and other systems
Geocoding
Converting human-readable addresses into geographic coordinates
Widgets
An extended application or connector that enables users to perform additional services with their current set of tools
Communication Management
Manage and track all internal and external communication conducted via calls, email, text, or chat
Behavioral Analytics
Track and analyse user behavior within a system or network
Data Synchronization
Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency
Data Import/Export
Import and export data to and from software applications
Multi-Location
Manage and support multiple locations
Database Support
Supports common databases such as MySQL and Oracle
2D/3D Designing
Designs generated in either 2D or 3D format
Customer Segmentation
Process of dividing customers into groups based on common characteristics
Geofencing
Virtual perimeter for a real-world geographic area
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
Single Sign On
Allow users to access multiple services after entering their login credentials once
CAD Tools
Computer aided design to create precision drawings or technical illustrations
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
Location Tracking
Identify the physical location of an individual, asset, device, etc.
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Mobile Access
Access software remotely via mobile devices
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
User Management
Manage user accounts, profiles, roles, permissions, and other details across applications, devices or networks
Real-Time Notifications
Notifications that are delivered to users as soon as an event occurs
Heatmaps
A visual display that uses a color spectrum to show how visitors interact with areas of a web page
Route Optimization
Finding the most optimal routes for drivers based on various factors and constraints
Predictive Modeling
Analyzing historical and current data and generating a model to help predict future outcomes.
Configurable Workflow
Configure existing workflows to meet your organization's needs
Tagging
Attach digital tags to documents and assets for identification, search, or monitoring purposes
Data Import/Export
Import and export data to and from software applications
API
Application programming interface that allows for integration with other systems/databases
Predictive Analytics
Predict future data based on historical data sets
Data Visualization
Graphical representation of data
Endpoint Management
Track status, assign actions, and control access to systems for devices within the organization
Multiple Data Sources
Allows users to manage data from a number of sources
No-Code
Drag and drop/visual interfaces that allow non-tech users to build without writing code
Data Preparation
Transforming raw data to run it through machine learning algorithms to uncover insights or make predictions.
Auditing
Examine established processes and records to ensure accuracy, compliance, and policy adherence
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
Big Data Analytics
Examine large amounts of data to uncover hidden patterns, correlations, and other insights
ML Algorithm Library
Share, track, and store machine learning models and data.
Data Management
Ability to handle large datasets
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Data Capture and Transfer
Import, collect, and capture data from multiple sources
Activity Tracking
Track and document all activities across devices, networks, and other systems
Data Connectors
Connect to big data sources
Data Security
Protect sensitive data for digital privacy
Data Extraction
Automatically retrieve and pull information from documents, websites, images, data sets, and other sources
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns
Workflow Management
Create, design and manage workflows for repetitive tasks
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Demand Forecasting
Forecast customer demand using historical insights and simulations
AI/Machine Learning
Software program that continuously adjusts its behavior based on observed data
Drag & Drop
Assemble applications and processes by dragging over and arranging pre-built components
For Healthcare
Software designed for the healthcare industry
Forecasting
Form predictions based on past and present data/trends
Data Extraction
Automatically retrieve and pull information from documents, websites, images, data sets, and other sources
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Decision Support
Tools that provide relevant information at specific times to support judgments and courses of action
Modeling & Simulation
Using physical, mathematical, or logical models as a basis for simulations to generate data for managerial or technical decision-making
Alerts/Notifications
Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Multiple Data Sources
Allows users to manage data from a number of sources
For Retail
For Retail Stores
For Education
Used for educational purposes
Data Discovery
Discover and connect variety of data sources to the application for analysis
Graphical Workflow Editor
Create, design and modify the flow and processes of tasks in a project
Performance Metrics
A set of indicators that tracks the performance of networks, applications, systems, teams, etc.
Business Rules Management
Define and maintain business rules that determine workflow capabilities and criteria
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Natural Language Processing
Process and analyze human language in text or audio form
Data Transformation
Translate EDI formats into data suitable for use with company applications.
Data Clustering
Clustering or grouping objects based on data similarities
API
Application programming interface that allows for integration with other systems/databases
Data Blending
Merge data from multiple sources to a single data set
Data Classification
Grouping log entries based on similar attributes.
Workflow Management
Create, design and manage workflows for repetitive tasks
Workflow Automation
Streamlining repetitive tasks and activities through automated and predefined workflows
Monitoring
Observe and track the demand, usage, progress or quality of a system, product, or user
Activity Tracking
Track and document all activities across devices, networks, and other systems
Data Collection
Process of gathering, measuring, and analyzing accurate data
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Predictive Analytics
Predict future data based on historical data sets
Computer Assisted Coding
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Real-Time Analytics
Analyze and gain insights into data in real-time
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns
Data Import/Export
Import and export data to and from software applications
Mixed Methods Research
Combining elements of both quantitative and qualitative data to conduct research
Website Analytics
Track and analyze information regarding website visitors
Multimedia Support
Supports various file formats
Media Analytics
Categorization/Grouping
Organize and group data or items based on various criteria
Data Storage Management
Manage and store data in a database
Feedback Management
Collecting, analyzing, and utilizing feedback from users or customers to improve a product or service
Tagging
Attach digital tags to documents and assets for identification, search, or monitoring purposes
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
Single Sign On
Allow users to access multiple services after entering their login credentials once
Drag & Drop
Assemble applications and processes by dragging over and arranging pre-built components
Annotations
Highlight content and/or make notations about parts of content
Customizable Branding
Add customized logos and colors to align with company branding
Data Coding
Processing and organizing collected information to a set of meaningful and cohesive categories for further analysis
Multiple Data Sources
Allows users to manage data from a number of sources
API
Application programming interface that allows for integration with other systems/databases
Search/Filter
Search and filter data across systems to locate required information by entering keywords or certain criteria
Customizable Reports
Alter the layout and content of reports
Technology Glossary Features
View definitions of the features and discover new technology terms.
What is a dashboard and why is it important as a software feature? Our G2 guide can help you understand dashboards and learn more about its types, benefits, and best practices.
Data manipulation is the process of organizing, modifying, and transforming data to improve accuracy, usability, and analysis across systems and workflows.
Data modeling is the process of creating visual representations of information systems to better communicate the connections between data points and structures. Learn more about data modeling in this G2 guide.



