Snowflake vs. Databricks: Choosing the right platform for data storage and analytics
Discover the key differences between Snowflake and Databricks to find the ideal platform for your data storage, analytics, or machine learning needs.
Financial services
Expertise in core banking, BaaS integrations, payments, and GenAI-enhanced financial solutions.
Healthcare
People-centric healthcare design and solutions, from virtual care, integrations, to smart devices.
Insurance
Modern solutions including self-service, on-demand, and algorithm-driven personalization.
We’re purposefully shaping the digital future across a range of industries.
Discover some of our specific industry services.
Discover moreAs a Select Partner of Snowflake, our suite of Snowflake services is designed to empower your business with advanced data management and analytics. With a focus on custom solutions ranging from data warehousing and advanced GenAI and machine learning models to data strategy and monetization, we're committed to transforming data into a strategic asset.
Contact UsAs a Snowflake Select Partner, we've demonstrated our deep knowledge of the platform and a proven track record of successful implementations.
We are also a Select tiered partner for AI data cloud services, reflecting our deep expertise in data and AI engagements.
Qubika partnered with a leading asset management firm, overseeing billions of dollars in assets, to revolutionize their data management, client engagement, and drive business growth.
We developed and integrated a unique data aggregation system to collect information from various applications in order to have a single source of truth.
To accomplish this we established a lakehouse in Snowflake that actively retrieves data from both S3 and Azure Blob Storage (the legacy warehouse). For the machine learning component, we connected SageMaker with Snowflake, enabling us to train and infer models to improve client engagement.
Outcomes achieved
Our Services
Qubika specializes in setting up data warehouses, data lakes, and data pipelines using Snowflake. Our services extend from streamlining data gathering and processing to addressing data quality and integration challenges. We typically initiate projects by tackling common data quality and integration issues.
Our refined Extract, Transform, Load (ETL) process efficiently transforms disorganized data into structured, valuable assets - this approach expedites the ETL process.
Once the data is clean and organized, we offer a range of options, from crafting visualizations and dashboards to employing Snowflake as an LLM database. We also enable the creation of sophisticated machine learning models using Snowflake’s Snowpark (often complemented by AWS' extensive machine learning services such as Amazon SageMaker).
The Qubika team provides invaluable support, guidance, and expertise in this critical phase of your data journey, whether it's building impactful visualizations or leading AI and machine learning initiatives.
Contact UsOur comprehensive suite of Snowflake services spans the entire data lifecycle, from architecture and implementation to ongoing optimization and support.
Our data experts will build an end-to-end data process for your organization, ensuring robust data governance and a clear strategy. We’ll focus on aligning your data initiatives with business goals, enabling seamless data usage, and ensuring compliance with regulations.
This includes establishing data quality monitoring to maintain accuracy and consistency, implementing data discovery and classification to identify and protect sensitive information, and enforcing strict access control measures to prevent unauthorized data access.
Qubika's data platform architecture services leverage Snowflake's unique architecture to deliver high-performance, scalable, and cost-effective data solutions. We design and implement robust data pipelines optimized for your specific needs, including data ingestion, transformation, and loading (ETL) processes.
By utilizing Snowflake's cloud-native architecture with its independent scaling of compute and storage resources, we optimize performance and cost efficiency. We leverage Snowflake's features like micro-partitions and clustering to further enhance query performance and optimize storage.
Generate revenue or derive value from your data assets. We’ll work with you to leverage the data your organization collects, manages, and analyzes to create new business opportunities, products, or services. This includes building data products, enabling data sharing and exchange, and developing innovative data-driven solutions that can be monetized directly or used to enhance existing offerings and improve internal processes.
We leverage Snowflake's secure data sharing capabilities to facilitate the monetization process. This allows you to securely share data with external partners, customers, or even create a data marketplace. By utilizing Snowflake's data clean rooms, you can collaborate with others on data-driven initiatives while preserving data privacy and security.
We blend the power of Snowflake with our industry-leading AI and machine learning capabilities. Our GenAI approach involves developing platform-agnostic LLMs that can predict trends, optimize operations, and personalize customer experiences. Leveraging Snowflake’s Snowpark and, where necessary, platforms like AWS SageMaker, we deliver scalable machine learning models that drive business outcomes.
By utilizing Snowflake's built-in AI capabilities, including Snowflake Cortex, we’ll accelerate the development and deployment of your AI solutions. Cortex provides access to powerful LLMs and tools like Snowflake Copilot for streamlined code generation and Document AI for intelligent document analysis.
Success Stories
Qubika is revolutionizing YouScience with groundbreaking neural network models and state-of-the-art generative AI app development. These pioneering neural network models are driving significant impact on key business products.
The key elements of the solution included
Our focus on these key differentiators allows us to consistently provide exceptional value to our clients.
As a Snowflake Select partner, Qubika's services are rooted in deep platform knowledge and industry best practices. We have over 18 years of experience working in data and AI engagements.
Qubika is SOC 2 Type 2 and ISO 27001 certified meaning your data security is ingrained in every step of the migration process.
We approach every engagement as a tailored journey, aligning with your organizational objectives, optimized for performance, scalability, and innovation.
At Qubika we’re proud of having one of the industry’s highest net promoter scores. Our NPS of 82 is one of the highest among our peers, and reflects our highly customer centric approach to engagements.
Discover the key differences between Snowflake and Databricks to find the ideal platform for your data storage, analytics, or machine learning needs.
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