AWS Database Migration Service vs Palantir Foundry comparison

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Executive Summary

We performed a comparison between AWS Database Migration Service and Palantir Foundry based on real PeerSpot user reviews.

Find out in this report how the two Cloud Data Integration solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.
To learn more, read our detailed AWS Database Migration Service vs. Palantir Foundry Report (Updated: March 2024).
765,234 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"This solution is very good at mini-batch processing.""The most valuable feature of AWS Database Migration Service is it catches all the history changes, such as inset, observe, and delete. It tracks everything.""The process is now simplified because there won't be maintenance. Usually we can take a snapshot of the number I need. We can automate the backup snapshots and we can restore it very quickly. We get many benefits from the application.""What I like about AWS Database Migration Service is that it's a good product that allows you to migrate terabytes of data. My team was able to migrate almost 16TB of data using AWS Database Migration Service. The solution works fine for my use case.""The solution is stable and reliable.""As the solution is on the cloud, we don't have to worry about the maintenance of software.""We particularly like that this solution has the facility to integrate with all ETL tools.""If your infrastructure is already on Amazon, it simply makes the most sense to use a tool officially provided by them as an additional service, rather than having to rely on a third-party solution."

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"Great features available in one tool.""The ease of use is my favorite feature. We're able to build different models and projects or combine different projects to build one use case.""Palantir Foundry is a robust platform that has really strong plugin connectors and provides features for real-time integration.""The security is also excellent. It's highly granular, so the admins have a high degree of control, and there are many levels of security. That worked well. You won't have an EDC unless you put everything onto the platform because it is its own isolated thing.""It is easy to map out a workflow and run trigger-based scripts without having to deploy to another server.""It's scalable.""The data lineage is great.""The virtualization tool is useful."

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Cons
"This solution is compatible with only AWS.""Database Migration Service could be more integrated. I think that it makes sense to add integration to these functions. For example, AWS Glue has a feature called Orchestrator to create data flows, and that's more straightforward.""The initial setup can be difficult for beginners in AWS Database Migration Service. You will need the training to complete it.""This solution can offer more tweaks where the latency can be brought down to fifteen seconds.""There are a set of complexities and challenges when a user wants to integrate AWS products with Microsoft products.""Support could be more expedient. Right now I am waiting on support for an extension.""The names of the services need improvement since AWS doesn't indicate what the function of the product is presently. You need to read a lot to find the service that you want in the product.""The performance of data migration could be smoother."

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"Cost of this solution is quite high.""They do not have a data center in Europe, and we have lots of personally identifiable information in our dataset that needs to be hosted by a third-party data center like Amazon or Microsoft Azure.""If you want to create new models on specific data sets, computing that is quite costly.""Difficult to receive data from external sources.""The data lineage was challenging. It's hard to track data from the sources as it moves through stages. Informatica EDC can easily capture and report it because it talks to the metadata. This is generated across those various staging points.""Some error messages can be very cryptic.""The frontend capabilities of Palantir Foundry could be improved.""It requires a lot of manual work and is very time-consuming to get to a functional point."

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Pricing and Cost Advice
  • "The pricing can be better and it should be more competitive."
  • "Pricing can be improved."
  • "Pricing for the solution is reasonable, but could still be reduced."
  • "Cost is the only factor that is challenging."
  • "AWS Database Migration Service is the least expensive solution, but is still expensive."
  • "It's typically a pay-for-what-you-use kind of model, and most of the cost is based on the instance class for the replication instance."
  • "The pricing is per hour, though I do not have the exact figures. If you have specific questions about the service, a personal support team from Amazon is available, but this will bring in additional costs."
  • "AWS Database Migration Service is very inexpensive."
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  • "Palantir Foundry has different pricing models that can be negotiated."
  • "It's expensive."
  • "The solution’s pricing is high."
  • More Palantir Foundry Pricing and Cost Advice →

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    Questions from the Community
    Top Answer: As with all AWS products, you are given very useful documentation with AWS Database Migration Service. Before we started using this product, we went over it and we were able to learn the basics and… more »
    Top Answer: My current company started using AWS Database Migration Service upon my recommendation, and I continue telling people how good of a product it is. However, users should keep in mind a few things… more »
    Top Answer: Compared to similar solutions, AWS Database Migration Service falls somewhere in the middle price-wise, at least from my experience. This being said, it is not a very affordable solution, especially… more »
    Top Answer:Palantir Foundry is a robust platform that has really strong plugin connectors and provides features for real-time integration.
    Top Answer:The solution's pricing is high. Compared to other hyperscalers, Palantir Foundry is complex and not so user-intuitive. There could possibly be a little bit of overhead concerning the maintainability… more »
    Top Answer:Palantir Foundry is being used for multiple hybrid cloud integrations in one of the services we provide for an existing US-based customer. It's all about getting together data from Azure and Amazon… more »
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    Also Known As
    AWS Data Migration Service
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    Overview

    AWS Database Migration Service, also known as AWS DMS, is a cloud service that facilitates the migration of relational databases, NoSQL databases, data warehouses, and other types of data stores. The product can be used to migrate users' data into the AWS Cloud or between combinations of on-premises and cloud setups. The solution allows migration between a wide variety of sources and target endpoints; the only requirement is that one of the endpoints has to be an AWS service. AWS DMS cannot be used to migrate from an on-premises database to another on-premises database.

    AWS Database Migration Service allows users to perform one-time migrations, as well as replications of ongoing changes to keep sources and targets in sync. Organizations can utilize the AWS Schema Conversion Tool to translate their database schema to a new platform and then use AWS DMS to migrate the data. The product offers cost efficiency as a part of the AWS Cloud, as well as speed to market, flexibility, and security.

    The main use cases of AWS Database Migration Service include:

    • Migrating from legacy or on-premises databases to managed cloud services through a simplified migration process.

    • Reliable replication of backup files to minimize downtime and data loss.

    • Improvement of integration through building of data lakes and performing real-time processing on change data from users' data stores.

    AWS Database Migration Service Components

    AWS Database Migration Service consists of various components which function together to achieve users’ data migration. A migration on AWS DMS is structured in three levels: a replication instance, source and target endpoints, and a replication task. The components include the following actions:

    • Replication instance: AWS Database Migration Service provides users with a variety of replication instances, allowing them to select the optimal configuration for their use case. Depending on the instance class an organization selects, their replication instance provides a different amount of data storage.

    • Endpoint: AWS DMS uses an endpoint to access users' source or target data stores. The connection information is different and depends on the specific data store, but it usually consists of the following information: endpoint type, engine type, server name, port, encryption, and credentials. This information can easily be managed through the AWS DMS console.

    • Replication tasks: AWS Database Migration Service replication tasks can be used to move a set of data from the source endpoint to the target endpoint. The creation of a replication task is the last required step before starting a migration. Each replication task requires the following settings to be set: replication instance, source endpoint, target endpoint, and migration type options.

    • Ongoing replication or change data capture (CDC): AWS DMS also has the capacity to capture ongoing changes to the source that is stored while users migrate their data to a target.

    • Schema and code migration: The product requires assistance from tools such as MySQL Workbench, pgAdmin III, and Oracle SQL Developer to perform schema or code conversion, as it cannot do it on its own.

    AWS Database Migration Service Benefits

    AWS Database Migration Service offers its users a wide range of benefits. Among them are the following:

    • The solution ensures minimal downtime, as it continuously replicates the changes to the user’s source database during migration.

    • AWS DMS provides users with flexibility, as it supports many commonly used databases, including commercial and open-source ones.

    • The product is user friendly, as it offers an easy set of tasks in the AWS Management Console.

    • Users of Aurora, Redshift, DocumentDB, and DynamoDB can benefit from the free use of AWS DMS.

    • AWS Database Migration Service is very reliable because it is a self-healing service that automatically restarts in cases of interruptions.

    • The product supports both homogenous migrations and heterogenous migrations.

    • AWS DMS accelerates business growth, as it scales businesses at an affordable price.

    Reviews from Real Users

    Vishal S., an infrastructure lead at a computer software company, likes AWS Database Migration Service because it is easy to use and set up.

    Vinod K., a data analyst at AIMLEAP, describes AWS DMS as an easy solution to save and extract data.

    Palantir Foundry is an enterprise data management platform offering comprehensive tooling for working with big data. Because it is an operating system made for modern enterprises, it is highly available and a continuously updated platform.

    Palantir Foundry is a fully managed SaaS platform that spans from cloud hosting and data integration to flexible analytics, visualization, model-building, operational decision-making, and decision capture. It equips technical and non-technical users to make data-driven operational decisions.

    Palantir Foundry includes tools to integrate data of any scale, format, or structure, and also has granular, flexible access controls for individual datasets. In addition, it has an open, modular architecture with multiple RESTful APIs, it has native applications for developing machine learning and artificial intelligence, it provides sophisticated data science applications for users of all technical abilities, and much more.

    Palantir Foundry Features

    The most valuable Palantir Foundry features include:

    Security, flexibility, interoperability, easy deployment, built-in role classification, purpose-based access controls, interoperable architecture, model integration, AI modeling tools, ontology, custom workflows, team-specific applications, self-serve analytics, lineage system, operational application building, 200+ data connectors, data versioning, change management framework, sand decision orchestration, and custom dashboard and report building tools.

    With Palantir Foundry You Can:

    • Accelerate development & operations
    • Collaborate globally
    • Save time on security
    • Reduce costs

    Palantir Foundry Benefits

    Some of the many Palantir Foundry benefits include:

    • Modular: Because Palantir Foundry is modular, it can integrate with existing infrastructure.

    • Granular governance: Robust data governance controls help ensure seamless compliance, auditability, and security.

    • Secure data sharing: The security infrastructure allows you to share data securely, within organizations and with chosen partners.

    • Rapid integration: Palantir Foundry can rapidly integrate models and data from data platforms into an operational ontology, and can also fuel existing data platforms.

    • Stand-alone deployment: Palantir Foundry can be deployed standalone and can provide all necessary capabilities for data connection, data integration, and model building.

    • Prevent lock-in: The data and model integration suites are designed to prevent lock-in, and assume that tools will be interoperating with Palantir Foundry as an organization grows.

    • No SQL necessary: Users do not have to use SQL queries or employ engineers to write strings in order to search petabytes of data. With Palantir Foundry, natural language is used to query data and results are returned in real-time.

    • Excellent data integration: Palantir Foundry provides secure, scalable, and resilient integration of all data sources.

    • Availability: The Palantir platform uses DNS routing, gateways and elastic load balancing to ensure availability. Dedicated accounts and virtual resources are used on a per customer basis.

    • Multiple metrics types: The Palantir platform provides hundreds of metrics. Some include average session length, drop-off rate, number of logins per user, number of accounts, and search speed.

    Reviews from Real Users

    PeerSpot users like Palantir Foundry because it has many advantages:

    “It is user-friendly, good automation, and allows you to do a better job of data governance.” - Associate, Inhouse Consulting at a pharma/biotech company

    “Works seamlessly with good end-to-end capabilities and the capability to scale.- Wallace H., Sr. Director at a tech services company




    Sample Customers
    Veoci, Trimble, Nasdaq, shaadi.com, Hotelbeds, SysAid, Verizon, Expedia, Pega
    Merck KGaA, Airbus, Ferrari,United States Intelligence Community, United States Department of Defense
    Top Industries
    REVIEWERS
    Computer Software Company33%
    Financial Services Firm25%
    Insurance Company8%
    Real Estate/Law Firm8%
    VISITORS READING REVIEWS
    Financial Services Firm20%
    Computer Software Company14%
    Government7%
    Insurance Company7%
    REVIEWERS
    Computer Software Company33%
    Pharma/Biotech Company11%
    Healthcare Company11%
    Non Tech Company11%
    VISITORS READING REVIEWS
    Manufacturing Company11%
    Financial Services Firm11%
    Computer Software Company10%
    Government7%
    Company Size
    REVIEWERS
    Small Business27%
    Midsize Enterprise27%
    Large Enterprise46%
    VISITORS READING REVIEWS
    Small Business17%
    Midsize Enterprise12%
    Large Enterprise71%
    REVIEWERS
    Small Business17%
    Midsize Enterprise42%
    Large Enterprise42%
    VISITORS READING REVIEWS
    Small Business17%
    Midsize Enterprise11%
    Large Enterprise73%
    Buyer's Guide
    AWS Database Migration Service vs. Palantir Foundry
    March 2024
    Find out what your peers are saying about AWS Database Migration Service vs. Palantir Foundry and other solutions. Updated: March 2024.
    765,234 professionals have used our research since 2012.

    AWS Database Migration Service is ranked 2nd in Cloud Data Integration with 27 reviews while Palantir Foundry is ranked 12th in Cloud Data Integration with 13 reviews. AWS Database Migration Service is rated 7.8, while Palantir Foundry is rated 7.6. The top reviewer of AWS Database Migration Service writes "A cloud solution for live replication but has stability issues". On the other hand, the top reviewer of Palantir Foundry writes "The data visualization is fantastic and the security is excellent". AWS Database Migration Service is most compared with AWS Glue, Oracle GoldenGate, Qlik Replicate, Fivetran and Confluent, whereas Palantir Foundry is most compared with Azure Data Factory, Palantir Gotham, SAP Data Services, AWS Glue and Alteryx Designer. See our AWS Database Migration Service vs. Palantir Foundry report.

    See our list of best Cloud Data Integration vendors.

    We monitor all Cloud Data Integration reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.