Teradata Vantage Features
Reports (5)
Reports Interface
Reports interface for standard and self-service reports is intuitive and easy to use. 64 reviewers of Teradata Vantage have provided feedback on this feature.
Steps to Answer
As reported in 63 Teradata Vantage reviews. Requires a minimal number of steps/clicks to answer business question.
Graphs and Charts
Based on 61 Teradata Vantage reviews. Offers a variety of attractive graph and chart formats.
Score Cards
Score cards visually track KPI's. This feature was mentioned in 61 Teradata Vantage reviews.
Dashboards
As reported in 57 Teradata Vantage reviews. Provides business users an interface to easily design, refine and collaborate on their dashboards
Self Service (6)
Calculated Fields
As reported in 60 Teradata Vantage reviews. Using formulas based on existing data elements, users can create and calculate new field values.
Data Column Filtering
Business users have the ability to filter data in a report based on predefined or automodeled parameters. 62 reviewers of Teradata Vantage have provided feedback on this feature.
Data Discovery
Based on 62 Teradata Vantage reviews. Users can drill down and explore data to discover new insights.
Search
Ability to search global data set to find and discover data. 61 reviewers of Teradata Vantage have provided feedback on this feature.
Collaboration / Workflow
Based on 61 Teradata Vantage reviews. Ability for users to share data and reports they have built within the BI tool and outside the tool through other collaboration platforms.
Automodeling
Tool automatically suggests data types, schemas and hierarchies. This feature was mentioned in 57 Teradata Vantage reviews.
Advanced Analytics (3)
Predictive Analytics
Based on 62 Teradata Vantage reviews. Analyze current and historical trends to make predictions about future events.
Data Visualization
As reported in 62 Teradata Vantage reviews. Communicate complex information clearly and effectively through advanced graphical techniques.
Big Data Services
Ability to handle large, complex, and/or siloed data sets. 59 reviewers of Teradata Vantage have provided feedback on this feature.
Building Reports (4)
Data Transformation
Converts data formats of source data into the format required for the reporting system without mistakes. 91 reviewers of Teradata Vantage have provided feedback on this feature.
Data Modeling
Ability to (re)structure data in a manner that allows extracting insights fast and accurate. This feature was mentioned in 87 Teradata Vantage reviews.
WYSIWYG Report Design
As reported in 79 Teradata Vantage reviews. Provides business users an interface to easily design and refine their dashboards and reports. (What You See Is What You Get)
Integration APIs
Based on 82 Teradata Vantage reviews. Application Programming Interface - Specification for how the application communicates with other software. API's typically enable integration of data, logic, objects, etc with other software applications.
Database Features (7)
Storage
115 reviewers of Teradata Vantage have provided feedback on this feature.
Availability
Based on 117 Teradata Vantage reviews.
Stability
As reported in 117 Teradata Vantage reviews.
Scalability
114 reviewers of Teradata Vantage have provided feedback on this feature.
Security
Based on 116 Teradata Vantage reviews.
Data Manipulation
This feature was mentioned in 115 Teradata Vantage reviews.
Query Language
As reported in 117 Teradata Vantage reviews.
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
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 (5)
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
On-Premise
Based on 65 Teradata Vantage reviews and verified by the G2 Product R&D team. Provides On-Premise deployment options.
Cloud
Based on 60 Teradata Vantage reviews and verified by the G2 Product R&D team. Provides Cloud deployment options (private or public cloud, hybrid cloud).
Database (3)
Real-Time Data Collection
Collects, stores, and organizes massive, unstructured data in real time 26 reviewers of Teradata Vantage have provided feedback on this feature.
Data Distribution
Facilitates the disseminating of collected big data throughout parallel computing clusters This feature was mentioned in 25 Teradata Vantage reviews.
Data Lake
Creates a repository to collect and store raw data from sensors, devices, machines, files, etc. This feature was mentioned in 26 Teradata Vantage reviews.
Integrations (2)
Hadoop Integration
As reported in 24 Teradata Vantage reviews. Aligns processing and distribution workflows on top of Apache Hadoop
Spark Integration
As reported in 25 Teradata Vantage reviews. Aligns processing and distribution workflows on top of Apache Hadoop
Platform (3)
Machine Scaling
As reported in 27 Teradata Vantage reviews. Facilitates solution to run on and scale to a large number of machines and systems
Data Preparation
Curates collected data for big data analytics solutions to analyze, manipulate, and model This feature was mentioned in 27 Teradata Vantage reviews.
Spark Integration
Based on 25 Teradata Vantage reviews. Aligns processing and distribution workflows on top of Apache Hadoop
Processing (2)
Cloud Processing
Moves big data collection and processing to the cloud This feature was mentioned in 23 Teradata Vantage reviews.
Workload Processing
Based on 26 Teradata Vantage reviews. Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems
Data Transformation (2)
Real-Time Analytics
Facilitates analysis of high-volume, real-time data. 36 reviewers of Teradata Vantage have provided feedback on this feature.
Data Querying
Allows user to query data through query languages like SQL. 36 reviewers of Teradata Vantage have provided feedback on this feature.
Connectivity (4)
Hadoop Integration
As reported in 34 Teradata Vantage reviews. Aligns processing and distribution workflows on top of Apache Hadoop
Spark Integration
Aligns processing and distribution workflows on top of Apache Spark This feature was mentioned in 34 Teradata Vantage reviews.
Multi-Source Analysis
Based on 36 Teradata Vantage reviews. Integrates data from multiple external databases.
Data Lake
Facilitates the dissemination of collected big data throughout parallel computing clusters. 36 reviewers of Teradata Vantage have provided feedback on this feature.
Operations (5)
Data Visualization
As reported in 35 Teradata Vantage reviews. Processes data and represents interpretations in a variety of graphic formats.
Data Workflow
Strings together specific functions and datasets to automate analytics iterations. 35 reviewers of Teradata Vantage have provided feedback on this feature.
Governed Discovery
Based on 34 Teradata Vantage reviews. Isolates certain datasets and facilitates management of data access.
Embedded Analytics
Allows big data tool to run and record data within external applications. 37 reviewers of Teradata Vantage have provided feedback on this feature.
Notebooks
As reported in 34 Teradata Vantage reviews. Use notebooks for tasks such as creating dashboards with predefined, scheduled queries and visualizations
Administration (4)
Data Modelling
Based on 21 Teradata Vantage reviews. Tools to (re)structure data in a manner that allows extracting insights quickly and accurately
Recommendations
As reported in 20 Teradata Vantage reviews. Analyzes data to find and recommend the highest value customer segmentations.
Workflow Management
Based on 19 Teradata Vantage reviews. Tools to create and adjust workflows to ensure consistency.
Dashboards and Visualizations
Presents information and analytics in a digestible, intuitive, and visually appealing way. 19 reviewers of Teradata Vantage have provided feedback on this feature.
Compliance (4)
Sensitive Data Compliance
Supports compliance with PII, GDPR, HIPPA, PCI, and other regulatory standards. This feature was mentioned in 21 Teradata Vantage reviews.
Training and Guidelines
Based on 21 Teradata Vantage reviews. Provides guidelines or training related to sensitive data compliance requirements,
Policy Enforcement
Allows administrators to set policies for security and data governance This feature was mentioned in 20 Teradata Vantage reviews.
Compliance Monitoring
Monitors data quality and send alerts based on violations or misuse This feature was mentioned in 19 Teradata Vantage reviews.
Data Quality (3)
Data Preparation
Based on 21 Teradata Vantage reviews. Curates collected data for big data analytics solutions to analyze, manipulate, and model
Data Distribution
Based on 21 Teradata Vantage reviews. Facilitates the disseminating of collected big data throughout parallel computing clusters
Data Unification
Compile data from across all systems so that users can view relevant information easily. 20 reviewers of Teradata Vantage have provided feedback on this feature.
System (1)
Data Ingestion & Wrangling
Gives user ability to import a variety of data sources for immediate use
Data Preparation (2)
Connectors
As reported in 52 Teradata Vantage reviews. Ability to connect the analytics platform with a wide range of connector options for common data sources, including popular enterprise applications.
Data Governance
As reported in 50 Teradata Vantage reviews. Connects to enterprise data governance software, or provides integrated data governance features to avoid misuse of data
Data Modeling and Blending (3)
Data Querying
As reported in 46 Teradata Vantage reviews. Using formulas based on existing data elements, users can create and calculate new field values
Data Filtering
Business users have the ability to filter data in a report based on predefined or automodeled parameters. 45 reviewers of Teradata Vantage have provided feedback on this feature.
Data Blending
As reported in 44 Teradata Vantage reviews. Allows the user to combine data from multiple sources into a functioning dataset.
Platform Basics (2)
Dynamic Segmentation
Based on 14 Teradata Vantage reviews. Provides users the ability to dynamically segment their users based on varying criteria (i.e. email opens, product features, etc.).
Journey Optimization
Based on 13 Teradata Vantage reviews. Automates the testing and optimization of customer-facing messaging and campaigns.
Platform Data (4)
Journey Reporting
Ability to uncover and visualize how users move through your website, marketing campaigns, and product(s). 12 reviewers of Teradata Vantage have provided feedback on this feature.
Trends Reporting
Ability to measure product usage by feature, campaign performance by source, and other trending metrics. 13 reviewers of Teradata Vantage have provided feedback on this feature.
Dashboards
Based on 14 Teradata Vantage reviews. Provides dashboards to combine and visualize quantitative and qualitive customer journey data.
Advanced Data Filtering
As reported in 13 Teradata Vantage reviews. Provides advanced data filtering capabilities to help users drill down, sort, filter, aggregate, and group customer journey data.
Platform Additional Functionality (3)
Journey Mapping
Ability to create visualizations or maps of past, current, or future customer journeys based on behavioral data. This feature was mentioned in 13 Teradata Vantage reviews.
Integrations
Integrates with additional marketing analytics and other marketing, sales, and e-commerce-related software to provide one source of truth for customer journey analytics. This feature was mentioned in 14 Teradata Vantage reviews.
Automated Alerts
As reported in 14 Teradata Vantage reviews. Provides the ability to setup automated alerts to drive targeted actions and customer experience improvements.
Data Management (6)
Data Integration
Based on 66 Teradata Vantage reviews and verified by the G2 Product R&D team. Consolidates, Cleanses and Normalizes data from multiple disparate sources.
Data Compression
Based on 67 Teradata Vantage reviews and verified by the G2 Product R&D team. Helps save storage capacity and improves query performance.
Data Quality
Based on 62 Teradata Vantage reviews and verified by the G2 Product R&D team. Eliminates data inconsistency and duplications ensuring data integrity.
Built-In Data Analytics
Based on 61 Teradata Vantage reviews and verified by the G2 Product R&D team. SQL based analytics functions like Time series, pattern matching, geospatial analytics etc.
In-Database Machine Learning
Based on 50 Teradata Vantage reviews and verified by the G2 Product R&D team. Provides built in capabilities like machine learning algorithms, data preparation functions, model evaluation and management etc.
Data Lake Analytics
Based on 49 Teradata Vantage reviews and verified by the G2 Product R&D team. Allows data querying across data formats like parquet, ORC, JSON etc and analyze complex data types on HDFS
Integration (3)
AI/ ML Integration
Based on 59 Teradata Vantage reviews and verified by the G2 Product R&D team. Integrates with data science workflows, Machine Learning and artificial intelligence (AI) capabilities.
BI Tool Integration
Based on 63 Teradata Vantage reviews and verified by the G2 Product R&D team. Integrates with BI Tools to transform data into Actionable Insights.
Data lake Integration
Based on 59 Teradata Vantage reviews and verified by the G2 Product R&D team. Provides speed in data processing and capturing unstructured, semi-structured and streaming data.
Performance (6)
Scalability
Based on 67 Teradata Vantage reviews and verified by the G2 Product R&D team. Manages huge volumes of data, upscale or downscale as per demand.
Disaster Recovery
Provides data recovery functionality to protect and restore data in a database. 29 reviewers of Teradata Vantage have provided feedback on this feature.
Data Concurrency
Allows multi-version concurrency control. 31 reviewers of Teradata Vantage have provided feedback on this feature.
Workload Management
Based on 32 Teradata Vantage reviews. Handles workloads, from single machines to data warehouses or web services with many concurrent users.
Advanced Indexing
As reported in 30 Teradata Vantage reviews. Allows users to quickly retrieve data through various types of indexing like B-tree, hash table etc.
Query Optimizer
Helps interpret SQL queries and determine the fastest method of execution. This feature was mentioned in 34 Teradata Vantage reviews.
Maintenance (3)
Data Migration
Based on 16 Teradata Vantage reviews. Allows data movement from one database to another.
Backup and Recovery
As reported in 15 Teradata Vantage reviews. Provides data backup and recovery functionality to protect and restore a database.
Multi-User Environment
As reported in 16 Teradata Vantage reviews. Allows users to access and work on data concurrently, supporting several views of the data.
Management (10)
Data dictionary
As reported in 16 Teradata Vantage reviews. Stores the database metadata, that is the definitions of data elements, types, relationships etc.
Data Replication
Based on 15 Teradata Vantage reviews. Creates a copy of the database to maintain consistency and integrity.
Query Language
As reported in 16 Teradata Vantage reviews. Allows users to create, update and retrieve data in a database.
Data Modeling
Defines the logical design of the data before building the schemas. This feature was mentioned in 14 Teradata Vantage reviews.
Performance Analysis
As reported in 14 Teradata Vantage reviews. Monitors and analyzes critical database attributes like query performance, user sessions, dead lock detail, system errors etc and visualize them on a custom dashboard.
Business Glossary
As reported in 20 Teradata Vantage reviews. Lets users build a glossary of business terms, vocabulary and definitions across multiple tools.
Data Discovery
Provides a built-in integrated data catalog that allows users to easily locate data across multiple sources. 19 reviewers of Teradata Vantage have provided feedback on this feature.
Data Profililng
Monitors and cleanses data with the help of business rules and analytical algorithms. 21 reviewers of Teradata Vantage have provided feedback on this feature.
Reporting and Visualization
Based on 20 Teradata Vantage reviews. Visualize data flows and lineage that demonstrates compliance with reports and dashboards through a single console.
Data Lineage
As reported in 20 Teradata Vantage reviews. Provides an automated data lineage functionality which provides visibility over the entire data movement journey from data origination to destination.
Security (11)
Data Encryption
As reported in 13 Teradata Vantage reviews. Encrypts and transforms data at the database from a readable state into a ciphertext of unreadable characters.
User Access Control
As reported in 16 Teradata Vantage reviews. 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. This feature was mentioned in 31 Teradata Vantage reviews.
Access Control
Allows permissions to be granted or revoked in the database, schema or table levels. This feature was mentioned in 32 Teradata Vantage reviews.
Encryption
Built-in native encryption with enterprise key management. This feature was mentioned in 30 Teradata Vantage reviews.
Authentication
Provides multi-factor authentication with certificates. 30 reviewers of Teradata Vantage have provided feedback on this feature.
Data Governance
Based on 60 Teradata Vantage reviews and verified by the G2 Product R&D team. Policies, procedures and standards to manage and access data.
Data Security
Based on 54 Teradata Vantage reviews and verified by the G2 Product R&D team. Restricts data access at a cell level, mask or hide parts of cells, and encrypt data at rest and in motion
Access Control
Authenticates and authorizes individuals to access the data they are allowed to see and use. This feature was mentioned in 20 Teradata Vantage reviews.
Roles Management
Helps identify and manage the roles of owners and stewards of data. This feature was mentioned in 20 Teradata Vantage reviews.
Compliance Management
Helps adhere to data privacy regulations and norms. This feature was mentioned in 19 Teradata Vantage reviews.
Support (4)
Text Search
As reported in 30 Teradata Vantage reviews. Provides support for international character sets and full text search.
Data Types
Supports multiple data types like primitive, structured, document etc. This feature was mentioned in 32 Teradata Vantage reviews.
Languages
Supports multiple procedural programming languages like PL/PGSQL, Perl, Python etc. This feature was mentioned in 31 Teradata Vantage reviews.
Operating Systems
As reported in 28 Teradata Vantage reviews. Available on multiple operating systems like Linux, Windows, MacOS etc.
Management (4)
Data Schema
Based on 32 Teradata Vantage reviews. Data is organized as a set of tables with columns and rows like a table structure.
Query Language
As reported in 31 Teradata Vantage reviews. 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. 30 reviewers of Teradata Vantage have provided feedback on this feature.
Data Replication
Provides log-based or/and trigger-based replication. This feature was mentioned in 28 Teradata Vantage reviews.
Maintainence (2)
Data Quality Management
Defines, validates, and monitors business rules to safeguard master data readiness. This feature was mentioned in 19 Teradata Vantage reviews.
Policy Management
Allows users to create and review data policies to make them consistent across the organization. 19 reviewers of Teradata Vantage have provided feedback on this feature.
Generative AI (9)
AI Text Generation
Based on 39 Teradata Vantage reviews. Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary. This feature was mentioned in 38 Teradata Vantage reviews.
AI Text Generation
Based on 18 Teradata Vantage reviews. Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary. 18 reviewers of Teradata Vantage have provided feedback on this feature.
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.
AI Text Generation
As reported in 40 Teradata Vantage reviews. Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary. This feature was mentioned in 41 Teradata Vantage reviews.
Agentic AI - Customer Journey Analytics (4)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Proactive Assistance
Anticipates needs and offers suggestions without prompting
Agentic AI - Data Governance (6)
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
Decision Making
Makes informed choices based on available data and objectives
Agentic AI - Analytics 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
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
Deployment & Integration - Analytics Platforms (4)
No-code Dashboard Builder
Enables non-technical users to build dashboards through intuitive, drag-and-drop interfaces
Report Scheduling and Automation
Enables automated report generation and scheduled delivery to stakeholders
Embedded Analytics and White-labeling
Allows dashboards and analytics to be embedded into external apps with branding flexibility
Data Source Connectivity
Supports integration with major data sources like cloud data warehouses, SQL/NoSQL databases, and SaaS applications
Performance & Scalability - Analytics Platforms (2)
Large data handling and Query Speed
Efficiently processes large datasets with minimal lag and ensures high performance under load
Concurrent User Support
Maintains performance and uptime during high traffic from multiple users or teams
Advanced Analytics & Modeling - Analytics Platforms (3)
Data Modeling and Governance
Supports semantic data layers, role-based access controls, and metadata governance
Notebook and Script Integration
Integrates with Jupyter, Python, or R for custom analytics and modeling
Built-in Predictive and Statistical Models
Provides native tools for statistical analysis, forecasting, and trend prediction
Agentic AI Capabilities - Analytics Platforms (4)
Auto-generated Insights and Narratives
Uses AI to generate textual summaries, key takeaways, and data stories from dashboards
Natural Language Queries
Allows users to query data and build reports using conversational or plain language
Proactive KPI Monitoring and Alerts
Detects and notifies users about KPI anomalies or significant metric changes in real time
AI Agents for Analytical Follow-ups
Recommends next questions, analyses, or exploration paths using autonomous AI agents
Personalized Intelligence - Analytics Platforms (3)
Behavioral Learning for Contextual Query Refinement
Learns from historical user interactions to improve and personalize query results over time
Role-based Insight Personalization
Tailors dashboard views and suggestions based on user roles, access levels, and past behavior
Conversational and Prompt-based Analytics
Supports AI-driven exploration via prompts or multi-turn conversations for iterative querying
Top-Rated Alternatives
Technology Glossary Features
View definitions of the features and discover new technology terms.
Data manipulation is changing data to a readable format. This G2 guide provides in-depth information about data manipulation, its types, benefits, and best practices.
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.





