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Data & AI Solutions
February 21, 2024
In our data-driven world, information is the new currency, and its value continues to soar. As organizations navigate the vast sea of data, a remarkable shift is underway—one that’s transforming mere bits and bytes into tangible economic assets. Amidst this digital revolution, a powerful concept takes center stage: Data Monetization.
The latest market insights predict an extraordinary trajectory for data monetization, with the market size poised to surge from USD 2.9 billion in 2022 to an impressive USD 7.3 billion by 2027. This ascent, boasting a Compound Annual Growth Rate (CAGR) of 19.5% is a testament to the pivotal role data is playing in reshaping industries and fueling innovation.
Today, the question isn’t whether data holds value, but rather how to effectively tap into this data-driven wealth. As businesses and organizations rush to unlock the potential of data, Snowflake emerges as the leading solution to address their cloud data management challenges.
Let’s explore Snowflake’s data solutions more deeply, analyze its data sharing options and capabilities, and discover how entities across various industries can harness the same. We’ll also unveil how Snowflake is revolutionizing data sharing for enterprises with its integrated tool packages.
At the heart of Snowflake’s capabilities is a feature that has revolutionized traditional data sharing, enabling organizations to build many transformative solutions.
Users can seamlessly share and utilize data across Snowflake accounts, which promotes collaboration and enhances efficiency across diverse teams. Its foundational architecture eliminates the need to duplicate data and physically relocate it, paving the way for efficient cloud data management.
Snowflake’s data sharing capabilities streamline the process of granting selective data access, making it easier to manage who has permission to access datasets. This approach offers several advantages over traditional data sharing methods. The shared data is set to read-only, ensuring a high level of security and reliability, which is crucial for data monetization efforts.
By securely sharing data with external parties via secure URLs, organizations can unlock new revenue streams through data monetization initiatives. This precise control over data access not only safeguards sensitive information but also facilitates the strategic sharing of valuable data assets, enabling organizations to extract maximum value while minimizing risk.
To understand the challenges that Snowflake resolves with its data sharing capabilities, it’s best to begin by comparing Snowflake’s capabilities to the old-fashioned way of sharing data.
Let’s take a look:
Challenges | Traditional Data Sharing | Snowflake Data Sharing |
Data Redundancy | Leads to duplicates raising storage costs and version inconsistencies | No data redundancy |
Complex Data Transfer | Time-consuming and error-prone complex data pipelines are required | No complex data pipelines are required |
Security Risks | Vulnerable to breaches and non-compliance | Strong encryption and other security measures can help to protect data from unauthorized access and breaches |
Limited Real-Time Collaboration | Hampers timely updates and teamwork | Real-time data sharing and collaboration can help to improve teamwork and decision-making |
Access Control Issues | Prone to errors risking overexposure or excessive restrictions | Granular access control and auditing can help to ensure that data is only accessible to authorized users |
Snowflake’s advanced data sharing features empower secure collaboration among diverse groups through the innovative concept of ‘virtual data sharing’, eliminating the need for physical data duplication.
In the Snowflake ecosystem, a central Snowflake account serves as the authoritative source, orchestrating access to distinct data segments for both internal organizational units and external partners. This control encompasses individual rows (individual records) and columns (attributes), ensuring a granular data-sharing environment.
Recipients, or ‘Consumers’, can analyze the shared data without disturbing it, ultimately preserving data integrity and fostering teamwork. Snowflake also allows external data sharing through secure links with time-based access, benefiting multiple business purposes.
Snowflake facilitates secure data sharing between organizations, offering a convenient method for real-time, read-only data sharing without manual duplication. Users can effortlessly create data shares—a feature or mechanism that allows users to securely and selectively share specific sets of data with other users—simplifying sharing, enhancing collaboration, and ensuring robust security and compliance.
Snowflake offers a versatile range of data sharing options. Some of the options through which you can share data are listed below.
Let’s make a comparison between them:
Option | Direct Share | Data Marketplace | Data Exchange |
Feature Definition | Allows provider to share data with another account in the same Snowflake region | Offer a listing privately to specific accounts or publicly on Snowflake’s Data Marketplace | Data provider can use data exchange to share data with selected group of accounts that they invite |
Relationship between Provider and Consumer | Data can be shared only between provider and one consumer | Can’t be consumed by multiple accounts | One account can be shared to multiple accounts |
Sharing Mode | One-to-One | Many-to-Many | One-to-Many |
Use Cases | Cross company data sharing | Sourcing data from various sources that are commonly shared marketplace weather data | Intra company data sharing |
Admin Role | Managed by Provider | Snowflake Managed | Managed by Provider |
Snowflake data solutions and sharing features empower industries with efficient and secure data sharing, fostering innovation, and informed decision-making.
Apart from data monetization, these capabilities include collaborative features for analytics, integration with business intelligence dashboards, compliance with regulations, simplified sharing of market insights, promoting cross-departmental collaboration, providing geographical expansion insights, and more.
From an industry standpoint, Snowflake data sharing features help in optimizing media and entertainment content, enhancing financial services, streamlining supply chains, and enabling coordinated emergency responses, and so on.
For Hexaware’s Cloud Data Management Solutions, we harness Snowflake’s robust data exchange and data sharing capabilities to seamlessly send and receive data for clients.
Insurance: Use case that demonstrates the integration of Snowflake data sharing capabilities and Hexaware’s solutions to develop an advanced predictive analytics model for forecasting claim volumes.
‘Streamset’ plays a pivotal role in extracting data from Snowflake and delivering it to client-specific folders, where it is further enriched with supplementary information from Snowflake’s data marketplace, incorporating essential weather and geographical data. We have created a powerful machine learning (ML) model that leverages this enriched dataset to predict claim volumes based on a combination of weather, geographical, and census data.
Using Streamset, the ML model’s output is seamlessly loaded back into Snowflake, and the insights are securely shared with our clients through the Snowflake Data Sharing feature.
To ensure data integrity and compliance, we rely on Snowflake’s built-in features for archival and backup. Furthermore, Hexaware implements a common consumption layer, enabling our clients to self-analyze the results from our model and the input data, empowering them to make informed decisions based on this wealth of the information generated.
To summarize, Snowflake data solutions and data sharing features transforms how data can be utilized by companies, with data monetization being an important capability differentiating leaders in volatile markets.
Hexaware is one of the few Snowflake partners with access to newly launched features such as private preview mode, which provides users with insights on their data transformations. We serve a diverse portfolio of over 30+ customers, including prestigious accounts such as a prominent healthcare companies, global insurance providers, leading technology companies, and numerous others.
To learn more about how Hexaware accelerates your data journey with the Snowflake platform, reach out to us at marketing@hexaware.com.
About the Author
Snehith Rajesh Shetty
Data Engineer – Cloud Data Delivery
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About the Author
Mohini Kalamkar
Senior Consultant – Cloud Data Delivery
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About the Author
Ishika Gupta
Data Engineer – Cloud Data Delivery
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