What is our primary use case?
We are a service provider to various organizations using Snowflake Data Cloud [Private Offer Only]. The major use case for one of our clients utilizing Snowflake Data Cloud [Private Offer Only] is in the asset management organization, where we integrate all asset-related information and fund performance data into Snowflake Data Cloud [Private Offer Only], along with analytical systems built on top.
For another client, a large food retailer in the US, we gather consumer, warehouse storage, and supply chain data into Snowflake Data Cloud [Private Offer Only] for analytical reporting. Recently, we are working with one of the largest battery manufacturing organizations, extracting manufacturing data, particularly from sensors, into Snowflake Data Cloud [Private Offer Only] and utilizing analytical reporting and Snowflake's AI components to derive insights.
What is most valuable?
The biggest advantage of Snowflake Data Cloud [Private Offer Only] is its decoupled processing capacity from storage capacity, allowing for a single source of truth and multiple processing capabilities tailored to different business users.
Additionally, the architecture with multiple caches—storage cache, virtual warehouse cache, and query cache—reduces data retrieval latency significantly compared to traditional warehouses.
Snowflake Data Cloud [Private Offer Only] transcends being merely a data warehouse, functioning as an intelligent platform that streamlines insights generation from a unified data store, offering end users simplified access to machine learning capabilities via queries.
The data sharing feature in Snowflake Data Cloud [Private Offer Only] is one of the greatest advantages, altering previous methodologies where data was shared offline by allowing sharing between customers, even if they don't use Snowflake Data Cloud [Private Offer Only], through reader-only access.
This data sharing is crucial for customers with both internal and external clientele. Furthermore, the data marketplace available in Snowflake Data Cloud [Private Offer Only] enables subscription and utilization of financial or regulatory datasets, representing a significant revolutionary change.
Data enrichment is inherently supported in Snowflake Data Cloud [Private Offer Only], which offers a flexible enrichment process unlike traditional warehouses that require specific languages.
With Snowflake Data Cloud [Private Offer Only]'s multi-language capability, users can utilize Python within Snowpark containers, along with Java and Scala, for data enrichment and cleansing activities.
The machine learning capability of Snowflake Data Cloud [Private Offer Only] is evident in our recent project for a battery manufacturing organization, where we use continuous streaming data to measure asset performance and predict failures.
We developed an ML model using Snowflake Cortex ML Studio to analyze machinery sensor data and telematics, providing early warnings on asset failures and suggesting preventive measures based on historical and live datasets.
Security in Snowflake Data Cloud [Private Offer Only] is highly regulated and compliance-oriented, particularly in healthcare where it adheres to HIPAA standards, protecting sensitive patient data with robust masking facilities for PII.
Data movement and storage are highly encoded, ensuring no breaches occur during these processes. Notably, Snowflake has introduced an Iceberg format, enhancing protection by allowing customer data to reside in their environments while processing occurs on the cloud.
What needs improvement?
The area for improvement in Snowflake Data Cloud [Private Offer Only] revolves around streaming data handling, especially when compared to competitors like Databricks, which offer advanced connectors such as ZeroBus for direct data streaming.
Currently, Snowflake relies on Snowpipe, which connects to Kafka topics, limiting direct connections to applications. Improving direct streaming capabilities and enhancing connectors to industrial and IoT data would represent a significant advancement for Snowflake Data Cloud [Private Offer Only].
For how long have I used the solution?
I started using Snowflake Data Cloud [Private Offer Only] around 2017.
What do I think about the stability of the solution?
Support for concurrent users and workloads in Snowflake Data Cloud [Private Offer Only] is vital. The recent hybrid table support allows for better concurrency management, which benefits both transactional and analytical systems through the integration of Postgres, enabling efficient handling of customer needs across various use cases.
What do I think about the scalability of the solution?
In terms of scalability, especially when compared to Databricks, I rate Snowflake Data Cloud [Private Offer Only] a seven, indicating that there is room for improvement.
How are customer service and support?
The community support for Snowflake Data Cloud [Private Offer Only] is very helpful, and I find the documentation to be good.
How was the initial setup?
The installation of Snowflake Data Cloud [Private Offer Only] is straightforward, making it easy for users.
What was our ROI?
The ROI from utilizing Snowflake Data Cloud [Private Offer Only] reflects a major reduction in time to market, particularly in manufacturing where product analyses and forecasts are delivered rapidly, often within a 30-minute window to consumers. This efficient process, enhanced by the marketplace features, maximizes the value of investment made by organizations.
What's my experience with pricing, setup cost, and licensing?
The licensing aspect of Snowflake Data Cloud [Private Offer Only] operates on a pay-as-you-go model, which is not overly costly for storage but can be challenging regarding processing capability. Users need to select appropriate virtual warehouses, and guidance from Snowflake based on historical trends would significantly optimize costs and usage, as incorrect selections can lead to unnecessary charges.
Which deployment model are you using for this solution?
Public Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?