---
title: Teradata Autonomous Knowledge Platform Reviews
meta_title: 'Teradata Autonomous Knowledge Platform Reviews 2026: Details, Pricing,
  & Features | G2'
meta_description: Filter 375 reviews by the users' company size, role or industry
  to find out how Teradata Autonomous Knowledge Platform works for a business like
  yours.
aggregate_rating:
  rating_value: 4.3
  review_count: 375
  scale: '5'
date_modified: '2026-06-25'
parent_category:
  name: IT Infrastructure
  url: https://www.g2.com/categories/it-infrastructure
---

# Teradata Autonomous Knowledge Platform Reviews
**Vendor:** Teradata Autonomous Knowledge Platform  
**Category:** [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse)  
**Average Rating:** 4.3/5.0  
**Total Reviews:** 375
## About Teradata Autonomous Knowledge Platform
Teradata Autonomous Knowledge Platform activates enterprise intelligence by unifying data, knowledge and business context to achieve tangible outcomes. With Teradata, organizations can provide agents with full context for impact when it matters. Our solution lets businesses connect and scale on premises, in the cloud, or through a hybrid approach. Teradata delivers real business value with AI. Learn more at Teradata.com.



## Teradata Autonomous Knowledge Platform Pros & Cons
**What users like:**

- Users highly value the **extreme performance** of the Teradata Autonomous Knowledge Platform for processing large data volumes efficiently. (14 reviews)
- Users commend the **high performance of analytics** in Teradata, enabling reliable business solutions and seamless data integration. (11 reviews)
- Users value the **scalability** of Teradata Autonomous Knowledge Platform, enabling efficient data integration and high performance. (11 reviews)
- Users value the **extreme performance** of Teradata, benefiting from fast processing and seamless data integration. (11 reviews)
- Users value the **fast processing of large datasets** with Teradata, ensuring reliable and efficient operations. (9 reviews)
- Users appreciate the **advanced analytics capabilities** of Teradata Vantage, enabling effective problem-solving and improved business processes. (8 reviews)
- Performance Evaluation (8 reviews)
- Data Analysis (7 reviews)
- Efficiency (7 reviews)
- Fast Processing (6 reviews)

**What users dislike:**

- Users face a **steep learning curve** with Teradata Autonomous Knowledge Platform, impacting initial productivity and ease of use. (9 reviews)
- Users find the **steep learning curve** of Teradata Autonomous Knowledge Platform challenging, particularly for newcomers without technical expertise. (5 reviews)
- Users find the **complexity** of Teradata Autonomous Knowledge Platform challenging, especially for those without technical expertise. (4 reviews)
- Users face challenges with **cost management** , highlighting the need for transparency to avoid misusage and performance issues. (3 reviews)
- Users express concern over the **high cost** of the Teradata Autonomous Knowledge Platform, highlighting the need for better cost optimization. (3 reviews)
- Learning Difficulty (3 reviews)
- Users find Teradata Vantage **not user-friendly** , struggling with its outdated interface and steep learning curve. (3 reviews)
- Users report **performance issues** with Teradata Vantage, citing slow operations and the need for better technical support. (3 reviews)
- Slow Performance (3 reviews)
- Complex Configuration (2 reviews)

## Teradata Autonomous Knowledge Platform Reviews
  ### 1. The Vantage migration to Azure Cloud

**Rating:** 4.5/5.0 stars

**Reviewed by:** Richard S. | Enterprise (> 1000 emp.)

**Reviewed Date:** August 22, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Teradata is matured data analytics platform. We use it very extensively so we take advantage of its ability of execution of complex workloads. We appreciate detailed logging so we can tune well our workload.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

For a long time Teradata is lacking the modern GUI for developers and data analysts. The product - core database - is the best of breed - but the applications arround is the weak part.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

We use the platform for Data Warehouse purposes - we collect the data from more than 50 source systems and integrate them. These data supports many processes - customer value management, reporting, fraud, etc.

  ### 2. Advanced powerful tool for analytics

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 18, 2024

**What do you like best about Teradata Autonomous Knowledge Platform?**

It is very helpful for large volume of data set, it integrates multiple data sources and provide one unified view for the data. It allowes companies to view their all data in one place and helps to make decision and understanding of the data.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Software is bit pricy compare to other tools

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

The most useful feature it's ability to merge multiple data sources which gives unified view of the data.

  ### 3. Teradata provides cloud data platform for enterprise analytics, work faster and provide security

**Rating:** 3.5/5.0 stars

**Reviewed by:** Anurag J. | Data Scientist, Mid-Market (51-1000 emp.)

**Reviewed Date:** April 16, 2024

**What do you like best about Teradata Autonomous Knowledge Platform?**

Easy to use and implement and integrate with customer support

**What do you dislike about Teradata Autonomous Knowledge Platform?**

cast effective with higher number of features

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

It enables robust, scalable, and high-performance data warehousing and analytics. Work faster and provide higher security.

  ### 4. Teradata Vantage provides strong analytical capabilities for structured data that offers performence

**Rating:** 4.0/5.0 stars

**Reviewed by:** Siddhant R. | Software Engineer, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 19, 2024

**What do you like best about Teradata Autonomous Knowledge Platform?**

it is good for data warehouse as we are using it in our organization its ease of use for RDMS.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

not such any of now keep it up for your future success.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

we have trading application it is use to trade scrips for exchanges NSE,BSE.

  ### 5. Great Product & Services

**Rating:** 4.5/5.0 stars

**Reviewed by:** Naman A. | Rewards & Analytics Specialist, Enterprise (> 1000 emp.)

**Reviewed Date:** March 26, 2024

**What do you like best about Teradata Autonomous Knowledge Platform?**

It enables people with complex problems to analyse effectively which is highly scalable and solve problems with its multi-cloud data platform and it supports hybrid environments.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Teradata vantage is harder to use than it's alernatives

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Data Management and Analytics

  ### 6. Multi-cloud data Platform to a great extent

**Rating:** 4.5/5.0 stars

**Reviewed by:** Mohammad Shabbir S. | Software Engineer, Mid-Market (51-1000 emp.)

**Reviewed Date:** April 05, 2024

**What do you like best about Teradata Autonomous Knowledge Platform?**

It's enterprise analytics and easy to integrate with multiple systems

**What do you dislike about Teradata Autonomous Knowledge Platform?**

It's existing architecture is not good resulting to challenging big data processing

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Process large amount of datasets
A great UI

  ### 7. i am using teradata for connect multi cloud

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sourabh V. | Senior Data Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 22, 2024

**What do you like best about Teradata Autonomous Knowledge Platform?**

easy to integration , Ease of implementation

**What do you dislike about Teradata Autonomous Knowledge Platform?**

which iservices i am using. i am fully satidfied with teradata.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

by using teradata i have integarte my all clouds to my dataware house

  ### 8. The Best Experience with Teradata Vantage

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 08, 2024

**What do you like best about Teradata Autonomous Knowledge Platform?**

This is a open source and provides various options to adopt in the organisation to help solve complex problems and if we look at those problems after some time they seem understandable too, so it makes your complex data into your great power

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Often time it stuck to a netowork problem

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

I solved my queries releated to business intellegance analyst

  ### 9. Power For Telco

**Rating:** 3.5/5.0 stars

**Reviewed by:** Haziq S. | SENIOR EXECUTIVE DATA MANAGEMENT & DATA SCIENCE , Enterprise (> 1000 emp.)

**Reviewed Date:** December 19, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

The best part for having teradat vantage is it can work with on premises storage. Although it is provided by TD itself

**What do you dislike about Teradata Autonomous Knowledge Platform?**

It has very costly space, if number of users not optimised the system can be very slow.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Teradata has made easier for us to manage DWH, and data flows and our AD HOC team can access the data from internal access with ease.

  ### 10. Teradata Vantage to be a valuable and powerful tool for their data analytics needs

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 06, 2024

**What do you like best about Teradata Autonomous Knowledge Platform?**

Ability to simplify data analytics workflows, provide advanced analytics capabilities, and deliver high performance and scalability for their analytical needs.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Complexity and Cost, drawbacks may vary on individual use cases.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Teradata Vantage can handle large volumes of data and complex analytical workloads efficiently. Teradata Vantage provides built-in support for advanced analytics techniques such as machine learning, predictive analytics, and geospatial analysis.

  ### 11. Teradata Vantage great product

**Rating:** 4.5/5.0 stars

**Reviewed by:** Diego A. | Enterprise (> 1000 emp.)

**Reviewed Date:** August 24, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Teradata Vantage has great value being a platform that can be multi-cloud, in addition to using all the resources in the best way to solve or facilitate the resolution of complex problems in all companies (regardless of the sector).

**What do you dislike about Teradata Autonomous Knowledge Platform?**

I believe that beyond the product, the only thing that I disliked was not having a close relationship between the company and us as customers, but it has improved and there should be more, in addition to helping us get the best out of it in our environment.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Mainly Teradata Vantage has helped us solve all the needs at the Business Intelligence level, in its main objective of solving data needs focused on Business Intelligence.

  ### 12. Teradata Vantage: Empowering Data-Driven Excellence

**Rating:** 5.0/5.0 stars

**Reviewed by:** Shubham D. | Senior Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** June 10, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Unmatched Scalability: One of the standout features of Teradata Vantage is its ability to handle massive volumes of data with ease. It effortlessly scales to accommodate the ever-growing data demands of modern enterprises, ensuring optimal performance even when dealing with complex analytics tasks.

Advanced Analytics Capabilities: Vantage's rich set of analytical functions enables users to perform sophisticated analyses and derive meaningful insights from their data. Its built-in machine learning algorithms, geospatial analysis, and predictive modeling tools provide a competitive edge in today's data-driven landscape.

Unified Platform: A significant advantage of Vantage is its unified architecture, which seamlessly integrates various data types, including structured, semi-structured, and unstructured data. This versatility allows organizations to break down data silos and derive valuable cross-functional insights, fostering collaboration and driving innovation

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Learning Curve: Given the extensive functionality and breadth of features offered by Vantage, there is a learning curve associated with mastering the platform. Users may require some time and training to fully leverage its capabilities effectively.

Cost Considerations: While Teradata Vantage undoubtedly delivers exceptional value, the licensing and infrastructure costs associated with the platform can be a significant investment. Small to mid-sized businesses with limited budgets may find it challenging to fully embrace Vantage without careful financial planning.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Complex Analytics Workloads: Traditional analytics platforms often struggle to handle complex analytics workloads, including advanced analytics, machine learning, and predictive modeling. Teradata Vantage offers a comprehensive set of advanced analytics capabilities, empowering organizations to perform complex analyses, develop machine learning models, and derive valuable insights from their data. It simplifies the process of implementing sophisticated analytical techniques, enabling organizations to extract maximum value from their data.

Data Security and Governance: With the increasing importance of data privacy and compliance, organizations need robust security and governance measures to protect sensitive information. Teradata Vantage addresses these concerns by providing robust security features, including data encryption, access controls, and auditing capabilities. It ensures data integrity, confidentiality, and compliance with regulations, instilling trust and confidence in users.

  ### 13. Technical Lead Data Engineering

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Leisure, Travel & Tourism | Enterprise (> 1000 emp.)

**Reviewed Date:** October 04, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

The simplicity to Operate both on teradata and Cloud production. 
THe Ideas it can generate to use the product efficiently with teradata database and Clouds resources.
Especially  we  like the open format table.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

We are in the process of checking out our issues and resolve it with teradata and from the discussion this will resolve our issues.
We are in the process of evaluating it and will share once we do the POC.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

We are thinking that Vantage will solve our some of our IT issues which we are facing today and also we are planning to implement some of our own ideas to make things easier with our environments for usage between Cloud  resources and Teradata DB.

  ### 14. 5+ year a happy Teradata customer

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.)

**Reviewed Date:** October 02, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

The ability to set up self service through data labs.  Giving business user the power of teradata wiith guard rails.  Allowing them to load their own data if while I work on automating a regular load.  Most of our business line are integrated into building on teradata due to these features.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Some of the tools have a bit of a learning curve when utilizing the data science features.   But once over that, it is a very reprepeatable process.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

It is allowing us to integrate data from multiple system into single C360, and do master data management on many other areas. Become a singke source of truth for our digital platfroms to pull from.

  ### 15. Teradata - Performance and Elasticity in the Cloud

**Rating:** 5.0/5.0 stars

**Reviewed by:** Daniel D. | Enterprise (> 1000 emp.)

**Reviewed Date:** August 28, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

- MPP (Massively Parallel Processing) - capability enhances much query performance
- TASM (Teradata Active System Management) - workload management

**What do you dislike about Teradata Autonomous Knowledge Platform?**

- Procedure and funcions programming language lacking features
- Native data masking feature lacking (Oracle has "data redaction")

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

- Data Warehousing
- Report Building
- Regulatory Report Processing
- Loan limits processing

  ### 16. Excellent

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.)

**Reviewed Date:** March 07, 2024

**What do you like best about Teradata Autonomous Knowledge Platform?**

This is useful for any industry be it large or small.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

I dont dislike anything about teradata vantage

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Can handle huge data sets without any discrepancies and cery effective as well

  ### 17. Teradata Vantage : scallable unified analytics platform

**Rating:** 4.0/5.0 stars

**Reviewed by:** Didier D. | Enterprise (> 1000 emp.)

**Reviewed Date:** January 04, 2024

**What do you like best about Teradata Autonomous Knowledge Platform?**

Unified Analytics Platform
Parallel Processing Efficiency
Scalablity

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Cost
Complex Implementation
User Interface Complexity

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Network Optimizations
Customer Experience
Fraud Detection and Preention
Custoer Churn Prevention

  ### 18. Good tool, robust for large data warehousing issues

**Rating:** 4.5/5.0 stars

**Reviewed by:** Yesid M. | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 29, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

In my time using Teradata I have been able to appreciate the benefits of the tool, where its strength is undoubtedly its storage capabilities and robustness as Datawarehouse, allowing to support the decision making of the organization

**What do you dislike about Teradata Autonomous Knowledge Platform?**

likewise it is necessary to improve some aspects such as integrations with other work environments.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

With Teradata we have been able to manage the company's information, managing to store large volumes of data, being able to support the operation of the company.

  ### 19. Teradata Vantage for datawarehousing and BI

**Rating:** 3.5/5.0 stars

**Reviewed by:** Santiago R. | Enterprise (> 1000 emp.)

**Reviewed Date:** August 29, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Performance and easy tools for data modelling.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

It doesn't have enough tools to see data linage and connections with others tools like:  GitHub Copilot.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Teradata is solving datawarehousing problems. The benefits are performance and scalabilty.

  ### 20. Awesome at scale

**Rating:** 5.0/5.0 stars

**Reviewed by:** Daniel G. | Manager - Business Intelligence, Enterprise (> 1000 emp.)

**Reviewed Date:** October 02, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Its ability to do parallel processing for large data sets.  Support from teradata reps has been great.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Would be nice if it had native programatic language like Microsoft TSQL.  The ability to do while loops, variables etc outside of functions and stored procedures.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Large scale analytics.  Customer journey analytics with npath and other vantage(clearscape) functions.

  ### 21. A quick and dependable dbms instrument with great information security.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Dayana C. | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 14, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

In order to help information insight groups gain in-depth perspectives on information, Teradata Vantage provides us with dynamic representations as well as a bound together viewpoint on our data. Using an easy-to-use interface that enables productive group collaboration as well as easy report and dashboard development for end users, it has improved our information the board work. Everything is incredibly easy to understand, easy to see, and entertaining to comprehend our knowledge, from interacting with pretty much any data collection to developing perceptions. It cycles and manages a massive amount of data with an incredible speed that is unsurpassed by any other information instrument.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Teradata offers a few unique and potent features that are extra in the suite because they aren't used in use. Saving customer data on an external cloud can cause issues with information consistency and security because it is more sensitive and private.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

To store all of our case streams from Government health care, Medicaid, and Participation data for the past 10 years and more, we have started using this Teradata data set adaptation 15.0 in our application with the short name "EDW" - Which suggests Venture Information distribution center in our medical services task. This is merely used as an information distribution center where the entire of our company, which employs 60000 people, is based and where we store all of the data related to our cases, suppliers, participants, and specialists. To put it briefly, we are collaborating with a medical service entry to obtain data from an information distribution center (Heritage informations).

  ### 22. Teradata Vantage: A Game-Changing Platform for Data Analytics and Management

**Rating:** 4.5/5.0 stars

**Reviewed by:** Aditya A. | Enterprise (> 1000 emp.)

**Reviewed Date:** March 10, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Vantage is its ability to handle complex queries on massive datasets, making it ideal for organizations dealing with large volumes of data. Teradata Vantage supports a wide range of data types and data sources, including structured, semi-structured, and unstructured data. This allows us to leverage data from various sources to gain valuable insights and make informed decisions.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

It can have a steep learning curve for users who are new to the system or who lack experience with advanced data analytics tools.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Teradata Vantage is designed to address many of the common challenges that organizations face when working with large amounts of data. These challenges can include:

Data silos: Many organizations have data stored in various formats and locations, creating silos that make it difficult to access and analyze data.

Slow query performance: As datasets grow, traditional database systems can struggle to keep up with the demands of complex queries, leading to slow query performance and inefficient data analysis.

Lack of scalability: Traditional database systems can be limited in terms of scalability, making it difficult to handle large volumes of data and to support growing business needs.

Teradata Vantage solves these problems by providing a comprehensive data analytics platform that can handle complex queries on massive datasets quickly and efficiently. It can also integrate data from various sources and types, allowing organizations to break down data silos and gain a more holistic view of their data. Teradata Vantage offers scalability, allowing us to handle growing volumes of data and support evolving business needs without experiencing slowdowns or performance issues.

  ### 23. Performance

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Leisure, Travel & Tourism | Enterprise (> 1000 emp.)

**Reviewed Date:** October 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Ability to run mixed concurrent workload seamlessly is what I like about Teradata most. Workload management and query optimization offered by Teradata are by far the best in the industry. Clearscape analytics has lot of potential and companies, it helps run analytics without ever moving the data outside of Teradata.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Not being the in the cloud space soon enough. Vantage lake edition is bridging the gap that was there before between Teradata and other cloud native data warehouse solutions.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Helping run our analytics

  ### 24. Teradata Vantage -Modern Analytics

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.)

**Reviewed Date:** October 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

TDV as modern analytcis cloud platform that unifies everything including Data Lake, Data earehouse , analytcis and more...one of the plus its supports multi cloud , hybrid architecture.Many cool featurs which allow business to move forward with faster phase.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Some of the capabilities available in Cloud native RDBMS or other  platforms.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

some of the challenges with large data sets with some of the common RDBMS , Teradata is solving the issues like parallel processing with huge amount of the data sets.

  ### 25. Very user-focused platform, forward-thinking on Cloud and accessibilityAI

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.)

**Reviewed Date:** October 04, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Enterprise scale, highly trusted across secure industries, but still lightweight and flexibile for sandbox evaluation/development. Capitalizing on right-now trends like GenAI/LLM with a concrete strategic model. Great culture and people.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Not much! Keep up the great work, awesome team

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Combination Analytics + AI solutions. We apply a lot of desktop automation and end to end orchestration, anchoring this on an industry and use-case specific dataset at scale with outstanding AI integration and performance is a fantastic value prop.

  ### 26. A Teradata user since 2015

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** September 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

The MPP engine enable processing  large volume of data. The temporal feature is also a interesting resource because is very easy to store and query historical version of data.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Workload manager is very flexible to setup but itshould be more efficient in workload management in practice

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

An appproach wich centralize several data sources and create a Data warehouse model at the same data plataform. Since the data is on the same platform, combined with a high processing power, it's more easy to perform data & analytics studies delivering insights for organization faster.

  ### 27. Teradata Vantage Cloud

**Rating:** 4.0/5.0 stars

**Reviewed by:** Jayakishan Y. | Database Admin Consultant - Teradata, Hadoop & Aster, Information Technology and Services, Enterprise (> 1000 emp.)

**Reviewed Date:** October 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Query Optimization, Workload Management,  Integration with Object Storage & In-Database Analytics

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Slow pace Cloud enablement,  Platform Cost, Consumption & Fin-ops Models

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Data consolidation,   Transformation & packaging,  Business reporting  & Data enablement for business consumption and Data Science

  ### 28. Vantage Cloud Enterprise

**Rating:** 4.0/5.0 stars

**Reviewed by:** toshiharu n. | Enterprise (> 1000 emp.)

**Reviewed Date:** October 02, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

high performernce and   workload management

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Speed of answering inquiries 
I would like an answer in a little more time

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

it is also possible to mange extremly large amlounts of data

  ### 29. Really impressed with Vantage Cloud

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

I personally liked the concept of semantic mapping a lot where you can establish the relation between two different columns and create a model and SQL based on that.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Nothing that I can think of, at this point.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

The fact that we can scale up the compute usage any time we want is really benefitting us. This has been really helpful during busier times.

  ### 30. It is a very powerfull tool. We love that!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Matías G. | Business Intelligence Lead @tiimiit, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Powerfull
Speed
Ease of use
Customer Support

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Integration   
Query builder (sometimes)

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

We have all of our company information in one place. Not only the warehouse module

  ### 31. Teradata

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.)

**Reviewed Date:** October 02, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Best in class SQL optimizer with a proven history for running critical analytics for our company.  TASM workload management is unmatched in the industry and provides consistent results for customer analytics and critical data movement jobs.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Would like to see better intergation and partnership with Microsoft Azure

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Teradata Vantage allows are company to run a hybrid environment - on premise and multicloud.

  ### 32. Blazing Speed

**Rating:** 5.0/5.0 stars

**Reviewed by:** Teja T. | Team Lead, Enterprise (> 1000 emp.)

**Reviewed Date:** October 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Ease of use, featuers and customers love it.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

There is not  much to dislike about Vantage.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

More insights on the data

  ### 33. Bussines Acelerate

**Rating:** 5.0/5.0 stars

**Reviewed by:** Gisela B. | Sr. Manager of Data Governance & Analytical Community @tiimiit, Enterprise (> 1000 emp.)

**Reviewed Date:** October 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Support team. Velocity. ease on implementation. ease of use

**What do you dislike about Teradata Autonomous Knowledge Platform?**

price. it can be cheaper. nothing else to say

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

velocity. accuracy

  ### 34. Dell review of Teradata

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Manufacturing | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Its ability to handle complex workloads and complex queries

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Cost of the overall solution in the ecosystem

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Numerous.  TD is the main processing and reporting engine for Sales and Finance, and other departments that use sales and finance data.  This benefits us in hundreds of ways, including accounting close, manufacturing backlog management, ans sales compensation.

  ### 35. Powerhouse Data Platform Cloud and on-prem

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.)

**Reviewed Date:** September 12, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Mission critical reliability and proven technology with an ambitious technology roadmap plus deployment options across all cloud environments, VM and on-prem.  N-path functionality from SQL Engine.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Availability of product features on GCP and no DIY option on GCP limited to SaaS.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Bringing together data from many different business units, providing a single version of the truth and enabling advanced analytics.

  ### 36. Re

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.)

**Reviewed Date:** October 04, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Really fast with hugh volume for business purpose

**What do you dislike about Teradata Autonomous Knowledge Platform?**

lack of official road map on softwares such as VCX
support is too high level always asking logs and following a written script, a direct contact with dev tea; would be appreciated

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

dataware housing and a lot of business dashboards

  ### 37. Excelent

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Retail | Small-Business (50 or fewer emp.)

**Reviewed Date:** October 04, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

In general, we have a good experience with Teradata but this new futures are in accordance with the evolution of technology

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Nothing yet i hope to learn soon enough to take advantage of the new features.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Ease of use for advanced analytics

  ### 38. Best Database I have used

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.)

**Reviewed Date:** September 12, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Speed of response when dealing with large volumes of data, meaning you can maintain flow of thought when developing solutions

**What do you dislike about Teradata Autonomous Knowledge Platform?**

(Teradata rather than Vantage specifically) Knowledge required of technical aspects for new users to understand complexities of structures

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Ability to provide client returns for higher volume areas of the business

  ### 39. A data fabric if you are used to Teradata environment

**Rating:** 4.0/5.0 stars

**Reviewed by:** Edgar A. | Project Manager Architect / Google Cloud Data Engineer, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 10, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

A flexible platform that integrates different file systems, OS, and data types to work and leverage them across data sources.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Necessary all the connectors, and sometimes that requires another license

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

A great solution if you work with Teradata in your work environment.

  ### 40. A Leader in the Analytics space

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.)

**Reviewed Date:** October 02, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

A big data platform with over 2 decades of experience.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Vantage on the Cloud is not as resilient as the on prem version. However effort is being made to improve the offering.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

General business operations

  ### 41. Great BI tool !!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Bhavuk J. | Director of Software Engineering, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 13, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Great tool to write query and run queries. It connects multiple databases to Teradata and copy data.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Havent found any , but if they can provide cloud offerings to cut down the cost it would be great

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Joining Data across multiple platforms. We can copy data to Oracle and other databases.

  ### 42. Very interesting exchange with teradata team and other clients

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Banking | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 04, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

the possibilities that's offered and the commitment of teradata team to fournish the best service

**What do you dislike about Teradata Autonomous Knowledge Platform?**

the cost can be an issue or a blocker for some needs

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

modernization of a finanvial platform

  ### 43. Fast and easy

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.)

**Reviewed Date:** October 04, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Very scalable, interoperable, fast and easy to use

**What do you dislike about Teradata Autonomous Knowledge Platform?**

cost can we better connected with the support to utlize and generate value

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

its helping us combine and analyse data in very effective manner

  ### 44. Teradata Customer Since 2012

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Cloud based....Open....Performance Scaleable....Secure.....Always available

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Unknown Cloud Computing Costs.....not always predictable....with a fixed budget

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Understanding the Customer better so that the Company can better Serve the Customer and aticipate future needs

  ### 45. Teradata - Multi cloud integration solution !

**Rating:** 4.0/5.0 stars

**Reviewed by:** Madhankkumar S. | Senior Data Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** January 30, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Teradata helps the company to integrate my cloud-based application data into one area where the data can be used to build datalake, data warehouse. The analytics utility within the application help to get insights from the lake/warehouse data.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Considering the data being fetched from the various data sources, the data lineage functionality of the application could have been better. As the data engineer, the data lineage makes the lspife easy to narrow down data issues.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Rather than going for a separate tool to bring in the data in one place, Teradata vantage helps the organisation to give the e2e data analytical solution by bringing in data from various sources !

  ### 46. Business Intelligence and Data Analytics Consultant

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.)

**Reviewed Date:** October 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Inbuilt AI/ML models and Analytical functions

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Nothing new to report at this time , still new

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Data cleaning and use of its inbuilt analytical functions

  ### 47. Vantage experience

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.)

**Reviewed Date:** October 03, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

the best performance, use and scalability

**What do you dislike about Teradata Autonomous Knowledge Platform?**

From south america have some troubles on connectivity (bandwith  / latency) to the cloud

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

some data analisys about costumers

  ### 48. monotonous experience

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.)

**Reviewed Date:** August 31, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

the tool is very intuitive. I really don't see advantages comparing it with other tools

**What do you dislike about Teradata Autonomous Knowledge Platform?**

I've been using teradata for several years and I don't see any major changes or news

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Allows querying and storing large volumes of data

  ### 49. Great for BI implementations

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.)

**Reviewed Date:** August 31, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Supports querying and storage of large volumes of data. And it responds quickly and in timely manner.

**What do you dislike about Teradata Autonomous Knowledge Platform?**

It can be expensive for small  business.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Storages large volumes of data and is easy and fast to querying.

  ### 50. Leas Data Engineer

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.)

**Reviewed Date:** October 04, 2023

**What do you like best about Teradata Autonomous Knowledge Platform?**

Parallel Processing, rich features and scalability

**What do you dislike about Teradata Autonomous Knowledge Platform?**

Limit on the number of nodes in the Cloud.

**What problems is Teradata Autonomous Knowledge Platform solving and how is that benefiting you?**

Business Insights & Analytics


## Teradata Autonomous Knowledge Platform Discussions
  - [Is Teradata a software?](https://www.g2.com/discussions/teradata-intellicloud-as-a-service-is-teradata-a-software)
  - [What is the use of Teradata Unity?](https://www.g2.com/discussions/what-is-the-use-of-teradata-unity)
  - [What is Teradata used for?](https://www.g2.com/discussions/what-is-teradata-used-for)
  - [Is Teradata cloud based?](https://www.g2.com/discussions/is-teradata-cloud-based)
  - [What is Teradata data Labs?](https://www.g2.com/discussions/what-is-teradata-data-labs)

- [View Teradata Autonomous Knowledge Platform pricing details and edition comparison](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews?page=3&section=pricing&secure%5Bexpires_at%5D=2026-06-26+02%3A13%3A10+-0500&secure%5Bsession_id%5D=89fec946-997f-4ed7-bcf0-7578199fbe95&secure%5Btoken%5D=0034d03eadf843d34e054cef9fa2f264a94bce4b5dc74e1bfd6e8d424af328ba&format=llm_user)
## Teradata Autonomous Knowledge Platform Integrations
  - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)
  - [Mixpanel](https://www.g2.com/products/mixpanel/reviews)
  - [Tableau](https://www.g2.com/products/tableau/reviews)

## Teradata Autonomous Knowledge Platform Features
**Reports**
- Reports Interface
- Steps to Answer
- Graphs and Charts
- Score Cards
- Dashboards

**Administration**
- Data Modelling
- Recommendations
- Workflow Management
- Dashboards and Visualizations

**System**
- Data Ingestion & Wrangling

**Data Preparation**
- Connectors
- Data Governance

**Platform Basics**
- Dynamic Segmentation
- Journey Optimization

**Data Management**
- Data Integration
- Data Compression
- Data Quality
- Built-In Data Analytics
- In-Database Machine Learning
- Data Lake Analytics

**Management**
- Data dictionary
- Data Replication
- Query Language
- Data Modeling
- Performance Analysis

**Management **
- Data Schema
- Query Language
- ACID - Complaint
- Data Replication

**Management**
- Business Glossary
- Data Discovery
- Data Profililng
- Reporting and Visualization
- Data Lineage

**Model Development**
- Language Support
- Drag and Drop
- Pre-Built Algorithms
- Model Training

**Database**
- Real-Time Data Collection
- Data Distribution
- Data Lake

**Data Transformation**
- Real-Time Analytics
- Data Querying

**Compliance**
- Sensitive Data Compliance
- Training and Guidelines
- Policy Enforcement
- Compliance Monitoring

**Model Development**
- Feature Engineering

**Data Modeling and Blending**
- Data Querying
- Data Filtering
- Data Blending

**Platform Data**
- Journey Reporting
- Trends Reporting
- Dashboards
- Advanced Data Filtering

**Integration**
- AI/ ML Integration
- BI Tool Integration
- Data lake Integration

**Maintenance**
- Data Migration
- Backup and Recovery
- Multi-User Environment

**Support **
- Text Search
- Data Types
- Languages
- Operating Systems

**Security**
- Access Control
- Roles Management
- Compliance Management

**Machine/Deep Learning Services**
- Computer Vision
- Natural Language Processing
- Natural Language Generation
- Artificial Neural Networks

**Integrations**
- Hadoop Integration
- Spark Integration

**Data Quality**
- Data Preparation
- Data Distribution
- Data Unification

**Machine/Deep Learning Services**
- Natural Language Understanding
- Deep Learning

**Platform Additional Functionality**
- Journey Mapping
- Integrations
- Automated Alerts

**Deployment**
- On-Premise
- Cloud

**Security**
- Data Encryption
- User Access Control

**Security**
- Database Locking
- Access Control
- Encryption
- Authentication

**Maintainence**
- Data Quality Management
- Policy Management

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Deployment**
- Managed Service
- Application
- Scalability

**Platform**
- Machine Scaling
- Data Preparation
- Spark Integration

**Connectivity**
- Hadoop Integration
- Spark Integration
- Multi-Source Analysis
- Data Lake

**Performance **
- Scalability

**Performance **
- Disaster Recovery
- Data Concurrency
- Workload Management
- Advanced Indexing
- Query Optimizer

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Agentic AI - Customer Journey Analytics**
- Autonomous Task Execution
- Cross-system Integration
- Adaptive Learning
- Proactive Assistance

**Agentic AI - Analytics Platforms**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**Self Service **
- Calculated Fields
- Data Column Filtering
- Data Discovery
- Search
- Collaboration / Workflow
- Automodeling

**Processing**
- Cloud Processing
- Workload Processing

**Operations**
- Data Visualization
- Data Workflow
- Governed Discovery
- Embedded Analytics
- Notebooks

**Security**
- Data Governance
- Data Security

**Generative AI**
- AI Text Generation
- AI Text Summarization
- AI Text-to-Image

**Agentic AI - Data Governance**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Decision Making

**Deployment & Integration - Analytics Platforms**
- No-code Dashboard Builder
- Report Scheduling and Automation
- Embedded Analytics and White-labeling
- Data Source Connectivity

**Advanced Analytics**
- Predictive Analytics
- Data Visualization
- Big Data Services

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Agentic AI - Data Science and Machine Learning Platforms**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**Performance & Scalability - Analytics Platforms**
- Large data handling and Query Speed
- Concurrent User Support

**Advanced Analytics & Modeling - Analytics Platforms**
- Data Modeling and Governance
- Notebook and Script Integration
- Built-in Predictive and Statistical Models

**Agentic AI Capabilities - Analytics Platforms**
- Auto-generated Insights and Narratives
- Natural Language Queries
- Proactive KPI Monitoring and Alerts
- AI Agents for Analytical Follow-ups

**Personalized Intelligence - Analytics Platforms**
- Behavioral Learning for Contextual Query Refinement
- Role-based Insight Personalization
- Conversational and Prompt-based Analytics

**Building Reports**
- Data Transformation
- Data Modeling
- WYSIWYG Report Design
- Integration APIs

**Database Features**
- Storage
- Availability
- Stability
- Scalability
- Security
- Data Manipulation
- Query Language

**Platform**
- Mobile User Support
- Customization 
- User, Role, and Access Management
- Internationalization
- Sandbox / Test Environments
- Performance and Reliability
- Breadth of Partner Applications

## Top Teradata Autonomous Knowledge Platform Alternatives
  - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,284 reviews)
  - [Cloudera](https://www.g2.com/products/cloudera/reviews) - 4.1/5.0 (131 reviews)
  - [Snowflake](https://www.g2.com/products/snowflake/reviews) - 4.5/5.0 (707 reviews)

