Resources and insights

Discover how data catalogs evolve beyond simple organization to become strategic business drivers—providing advanced search, AI-powered insights, and seamless integration that turns data chaos into a competitive advantage.

Discover essential data quality checks and testing methods that scale with your business. Learn how automated checks catch costly errors before they impact critical decisions.

Master data freshness with our comprehensive guide. Learn why fresh data matters, essential metrics to track, and proven techniques to maintain data currency for better business insights.

Learn how modern data quality metrics balance self-service freedom with governance, prevent the annual losses from poor data quality, and build analytics users can actually trust.

Discover how effective data quality monitoring drives business growth through better decision-making, increased efficiency, and reduced risks. Learn practical techniques and implementation frameworks to prevent the annual losses from poor data quality.

Discover how systematic data auditing can reduce the annual cost of poor data quality, streamline pipeline creation, and turn your data into trusted insights that drive confident decisions and competitive advantage.

Unlock top Databricks SQL features with these 7 advanced query optimization techniques. Speed up your data pipelines and improve performance now!

Uncover modern data transformation techniques and explore Prophecy's tools for seamless implementation. Elevate business insights through effective data management.

Discover how self-service analytics tools are empowering non-technical users, enabling data access and insights without coding, streamlining decision-making.

Discover key strategies to enhance Delta Lake performance on Databricks. Optimize schemas, partitioning, Z-ordering, file sizes, data lifecycle, and more.

Discover how visual data pipelines bridge the gap between business and tech teams, ensuring streamlined communication, error reduction, and faster insights.

Discover how lakehouse architecture unifies data warehouses and lakes, boosting flexibility, performance, and governance in your data strategy.

Discover how Spark SQL transforms data operations, empowering organizations with scalable processing and SQL familiarity. Unleash big data insights efficiently.

Discover 8 effective ways to build data literacy across business and technical teams, breaking down barriers and enhancing collaboration for data-driven success.

Discover the key differences in batch vs stream processing to optimize your data strategy, reduce costs, and improve efficiency. Choose the right approach today.

Explore how shadow IT in data engineering impacts business, from risks to empowerment. Discover causes, solutions, and the future landscape of shadow IT.

Discover efficient strategies for data migration and data mesh in a self-service, cloud-native environment, ensuring seamless transitions and robust data governance.

Prophecy and Databricks are redefining how teams build and manage data pipelines on Databricks SQL.

Discover what dataframes are, their unique features, and their role in modern data transformation. Perfect for building ML models and gaining business insights.

Explore modern database types like relational and NoSQL to make informed decisions for your business’s performance, scalability, and data management needs.

Explore the comprehensive guide to Databricks for transforming your data strategy with cloud-native efficiency and seamless analytics workflows.

Discover how to master ETL with Databricks—optimize pipelines, leverage Delta Lake, automate tasks, and enhance query performance for optimal outcomes.

Explore the differences between star and snowflake schemas to optimize data warehouses. Learn how to enhance query performance and data efficiency.

Learn how Medallion Architecture can transform your enterprise data strategy by navigating its layered approach to data quality, governance, and analytics.

Explore optimal solutions to overcome challenges in implementing CI/CD for Databricks. Ensure streamlined data pipelines with best practices and tools.

Delve into the diverse types of unstructured data shaping today's enterprises, discover their challenges, and unlock valuable insights for competitive edges.

Prophecy Introduces Fully Governed Data Preparation for Databricks SQL

Learn to implement self-service analytics while ensuring compliance with GDPR and CCPA, using strategies like governance frameworks & data lineage tracking.

Explore modern data governance models and pipeline essentials for optimal data security, privacy, and compliance, enhancing decision-making and data quality.

Prophecy and data leaders embrace the GenAI moment at Gartner 2025

Discover what data extraction is and learn why it's essential for accessing, analyzing data from multiple sources to drive business insights, analytics.

Master modern data integration techniques that break down silos and drive business value. Learn practical approaches to combine disparate data sources for actionable insights.

Explore the differences between data lakes, data warehouses, and data lakehouses to make informed decisions for your organization's data management and analytics strategies.

Learn how to leverage both structured and unstructured data for competitive advantage. Discover practical integration approaches and technology solutions to effectively manage diverse data types and drive informed decisions.

Discover how leading organizations reduce IT data request burdens with governed self-service analytics. Implement these 6 proven strategies to empower business users without sacrificing security or compliance.

Explore modern data pipeline architecture with best practices on scalability, security & performance optimization. Unlock the secrets for seamless data flow.

Data teams and analysts are inadvertently siloed into different parts of their organizations. These are the 5 data dysfunctions that breed this situation.

Learn how data ingestion transforms scattered information into powerful insights. This comprehensive guide covers ingestion types, tools, and best practices to overcome common challenges in your data strategy.

Discover efficient ways to identify and dismantle data silos in your organization, improving collaboration and boosting innovation. Learn strategies like centralizing data, promoting cultural change, and leveraging AI tools.

Explore best practices and modern examples in data pipeline strategy. Learn to boost business success with scalable and reliable data solutions.

Our new survey shows that data leaders are embracing GenAI and bracing for new challenges

Legacy ETL pipelines can't handle today's AI demands. This guide explains modern approaches, compares ETL vs. ELT architectures, and provides a practical roadmap for modernizing your data transformation strategy.

Explore top ETL tool considerations for seamless data integration, ensuring scalability, security, and cost-effectiveness.

Join the Prophecy team in Orlando to see how genAI is reshaping data teams

Unlock your career potential with essential data engineering skills. Discover 12 must-have abilities that will transform your professional journey and set you apart in the field.

Discover how modern ETL powers data extraction, transformation, and loading. Gain insights on real-time processing, cloud-native tools, and business value.

Discover the power of ELT: transform data faster and more flexibly. Learn how this modern approach enhances data integration for improved analytics and insights.

Discover 7 transformative ways AI-powered tools are enhancing ETL, turning routine tasks into business advantages for data leaders.

Explore how ELT (Extract, Load, Transform) revolutionizes data integration, enabling real-time insights and cost savings with cloud efficiency. Discover more now!

The clock strikes noon on Shadow IT

Bringing data teams together for the holidays

Accelerating data transformation with AI to deliver insights

Prophecy team was out in force at one of the data world’s biggest events

Discover how Prophecy revolutionizes your data operations.

Prophecy attended the CDOIQ Symposium last week in Boston.