Snowflake AI Data Cloud
SnowflakeExternal reviews
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Fast, Scalable, Low-Maintenance Data Warehouse with Smooth Sharing and Integrations
What do you like best about the product?
Ease of use / low maintenance – no infrastructure to manage, which is a big relief compared to traditional data warehouses.
Separation of storage and compute – lets you scale performance independently and avoid resource contention.
Performance & scalability – fast queries, especially with large datasets.
Concurrency handling – multiple teams can query data at the same time without slowing each other down.
Simple data sharing – sharing datasets across teams or even organizations is unusually smooth.
Pay-as-you-go pricing – you only pay for what you use, which feels efficient (when managed well).
Strong ecosystem & integrations – works well with modern data tools (dbt, BI tools, etc.).
Separation of storage and compute – lets you scale performance independently and avoid resource contention.
Performance & scalability – fast queries, especially with large datasets.
Concurrency handling – multiple teams can query data at the same time without slowing each other down.
Simple data sharing – sharing datasets across teams or even organizations is unusually smooth.
Pay-as-you-go pricing – you only pay for what you use, which feels efficient (when managed well).
Strong ecosystem & integrations – works well with modern data tools (dbt, BI tools, etc.).
What do you dislike about the product?
Semi-structured data isn’t always as smooth as advertised
JSON handling is powerful but can become awkward in complex transformations
Limited control compared to traditional systems
You don’t control the underlying infrastructure
Harder to fine-tune at a low level
Data governance & complexity at scale
Managing roles, permissions, and data access can get messy
Especially painful in large organizations with many teams
JSON handling is powerful but can become awkward in complex transformations
Limited control compared to traditional systems
You don’t control the underlying infrastructure
Harder to fine-tune at a low level
Data governance & complexity at scale
Managing roles, permissions, and data access can get messy
Especially painful in large organizations with many teams
What problems is the product solving and how is that benefiting you?
Snowflake is mainly solving problems around scaling, managing, and accessing data efficiently in the cloud—and the benefits usually show up in day-to-day productivity and decision-making.
Excellent for Storing and Working with Massive Data Fast
What do you like best about the product?
It is very useful when you need to store very huge amounts of data and work with it quickly
What do you dislike about the product?
Its AI agentic tools are still too naive and not that helpful
What problems is the product solving and how is that benefiting you?
We use it to store many of our datatables, specially the biggest ones and to access them quickly
Snowflake Makes Multi-Source Data Integration and Reporting Easy
What do you like best about the product?
In my current role, I work with data from a range of sources, including AWS S3 and various APIs and Snowflake manages the ingestion easy process. When its paired with tools like Power BI, it also makes reporting straightforward for business teams. We’re able to integrate our Google Cloud environment with the platform as well, which helps simplify daily data management. I Particularly that clonning tables doesn’t duplicate storage, since it saves time and effort when I’m testing. Query performance has also been consistently reliable in my experience, even when I’m running large joins.
What do you dislike about the product?
Once things I’ve noticed is that if queries aren’t optimized, costz can spike fastest and without much warning. Also, the integration and implementation process isn’t straightforward, which can make getting everything set up more difficult than expected.
What problems is the product solving and how is that benefiting you?
Snowflake solves the problem of pulling all of our scattered data into user dashboard, so I don’t have to keep switching between systems, the data watehouse and our data science and machine learning platforms. I mainly use it to build data models and feed the dashboard and its made our reporting cycles faster, more consistent and easier to manage.
Smooth Daily Data Workflows with Snowflake and Airflow
What do you like best about the product?
We use Snowflake every day to manage data coming from APIs, logs and internal applications. What standa out most is how seamlessly it integrates with tools like Apache Airflow for job scheduling andd AWS S3 for storage. The overall environment feels dependable and thw user friendly interface keeps day to day work simple and efficient. Writing SQl queries is intutive and performance stays consistent even when we’re working with large datasets. Sharing data across teams is also easy and straightforward, which reduces a lot of unnecessary back and forth.
What do you dislike about the product?
Cost tracking needs more attention. If I forget to pause warehouses or if I accidentally run heavy queries, the costs can add up fast. The query history is useful, but when I’m troubleahooting more complex issues, it sometimes doesn’t feel detailed enough to clearly pinpoint what happend and why. Even so, their services still helps us improve the quality of work.
What problems is the product solving and how is that benefiting you?
We used to see delays when processing data overnight, but now our pipelines run much faster. Its been an effective and reliable way to manage our database, support all clients and generate insights from their work. Its also significantly easier to manage everything in Snowflake, rather than juggling multiplw databases and separate scripts.
Snowflake: Powerful, Scalable Analytics with Seamless Integrations
What do you like best about the product?
Snowflake covers almost everything needed I need for analytics within a single dashboard. I’ve worked with integrations like Power BI , Tableau, dbt and even APIs for custom data loads and overall its been a strong data warehousing tool. It supports both structured and semi structured data, including formats like JSON and Parquet, which is useful in real projects. Features such as data sharing, automatic scaling and workload isolation make it easier to collaborate teams without running into conflicts. On top of that, not having to deal with server management is a major plus.
What do you dislike about the product?
There’s a bit of a learing curve when you first start using advanced features like clustering or performance tuning. Keeping costs under control also takes discipline, especially with larger teams. I’ve found that creating multiple roles and assigning the right privileges to each one helps streamline the overall data analysis process.
What problems is the product solving and how is that benefiting you?
It brings data engineering and analytics together, giving us clearer insight into our data. Rather than managing multiple systems, we can rely on Snowflake for storage, transforamtion and querying which saves and reduces complexity throught our worflow.
Snowflake’s Secure Data Sharing and Time Travel Make Daily Analysis Effortless
What do you like best about the product?
I use Snowflake every day to review access logs and keep an eye on user behavior. The secure Data Sharing feature is genuinely one of the most valuable parts of the platform, since it allows us to share datasets across teams without copying anything. I’ve worked with other data platforms before and I still remeber how much time we used to lose to ETL jobs and infrastructure management. Role Based Access Contril (RBAC) is solid as well, especially once its configured correctly. I also appreciate Time Travel, because it makes it simple to jump back and check historical data fastest whenever I need to.
What do you dislike about the product?
RBAC is powerful, but it isn’t very straightforward at first. I had to spend some time testing and adjusting different roles to make sure I wasn’t over permissioning anything. Credit usage is another area you really need to keep an eye on as you go, since its easy to lose track if you’re not paying attention.
What problems is the product solving and how is that benefiting you?
It gives me a single snowflake dashboard where I can track and audit data access, instead of having to jump between multiple systems. It also pulls AI chatbots, machine learning and other tools into one place, which makes it easier for our team to manage data related work within the same portal. This has been particularly useful during internal audits and it also helps us move faster on investigations when something doesn’t look right.
Smooth, Scalable Data Platform with Flexible Compute/Storage Separation
What do you like best about the product?
Snowflake has been part of my daily workflow for quite some time and it scales smoothly without requiring any manual effort on my end. Its integrations with tools like Python, Tableau, APIs and cloud storage services have been reliable, stable and straightforward to maintain over time. I also appreciate the separation of compute and storage, which keeps the such as workload isolation, data sharing and suppot for external stages help me handle different use cases more cleanly and efficiently.
What do you dislike about the product?
I haven’t run into any issues so far, everything is ok works as expected for regular use. New users provide $400 credits in the first months.
What problems is the product solving and how is that benefiting you?
Snowflake takes a lot of the complexity out of infrastructure management and lets me stay focused on building data solutions. I can scale resources up or down whenever I need and I’m able to run multiple workloads in parallel without running into performance problems. From ingestion to transformation and reporting, everything lives in one place, which boosts productivity and keeps my workflows clean, organized and easy to manage.
Powerful, Scalable Data Warehouse with Game-Changing Compute-Storage Separation
What do you like best about the product?
Pretty good and easy to use data warehouse tool ,it have option of SQL/ snowpark .You can build ETL using SQL .They also added ML/AI features that's pretty good looking at market trend. It works well with BI tool like powerbi and sigma computing
What do you dislike about the product?
It is bit complicated for beginner to understand the snowflake with many feature. Credit can add up if you're not looking at credit usage
What problems is the product solving and how is that benefiting you?
Keeps all our data in one place no more juggling multiple tools. Analytics, reporting, and app development all happen in Snowflake, which keeps things simple and fast.
SQL-Agnostic, Easy to Adopt, and Packed with Capabilities
What do you like best about the product?
Snowflake is SQL-agnostic, so you don’t need to learn other programming languages to get started. It’s an easy ecosystem to enter and stay in. A lot of open-source tools natively support Snowflake, like dbt, Dagster, and Fivetran. Snowflake also has built-in AI features like Cortex code, which is very good to use. On top of that, there’s a wide variety of capabilities—such as API integrations, external stages, different user profiles, and security policies—and all of these can be
implemented using just SQL.
the user experience has been good with the introduction of workspaces , i am loving this new workspaces layout where i can structure and store my files in an organized way
implemented using just SQL.
the user experience has been good with the introduction of workspaces , i am loving this new workspaces layout where i can structure and store my files in an organized way
What do you dislike about the product?
I really liked snowflake as a data warehouse but there are too many features are open source tools all bundled inside snowflake , and snowflake has introduced a lot of AI features like cortex analyst which are good for UI friendly POC's but I prefer code-agnostic tools
What problems is the product solving and how is that benefiting you?
I really love snowflakes data warehousing capabilities like time travel, all data in one place , every user can have his own permissions , access controls,
It make data storage and governance so much easier while also supporting notebooks , worksheets which can cater to different kinds of people in the enviornment which they are comfortable in like a data scientist can protoype and deploy models using both SQL and python which is great
It make data storage and governance so much easier while also supporting notebooks , worksheets which can cater to different kinds of people in the enviornment which they are comfortable in like a data scientist can protoype and deploy models using both SQL and python which is great
Snowflake is Powerful and Secure Data Management Platform With Easy Activity Dashboard.
What do you like best about the product?
Powerful data storage management and the ability to process huge volume of various data Snowflake is perfect and performance analytics tools are excellent.
Incredible data visualization system and the real time capability and the ETL functionalities on Snowflake is amazing and secure data migration platform.
Incredible data visualization system and the real time capability and the ETL functionalities on Snowflake is amazing and secure data migration platform.
What do you dislike about the product?
Snowflake has nothing for me to dislike, easy platform to configure after short learning process and helpful customer support community.
What problems is the product solving and how is that benefiting you?
Creating real time data reports, multiple data visualization, data synchronization, data transfer and different data storage management Snowflake is the most effective tool.
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