Our blog
Resources and insights
The latest industry news, interviews, technologies, and resources.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
We care about your data in our Privacy Policy.
AI-Native Analytics
10
min read
Best Practices to Improve Self-Service Analytics Implementation
Learn best practices for successful self-service analytics implementation, including governance, training, and scaling strategies to drive adoption.
AI-Native Analytics
7
min read
Why Every Modern Enterprise Needs AI-Native Analytics
Discover AI-native analytics and how it enables enhanced decision-making, real-time insights, improved efficiency, and competitive advantage.
AI-Native Analytics
6
min read
Improve Data Engineering Team Productivity With AI Agents
Discover how AI agents can boost data engineering productivity by automating pipeline creation, data quality checks, and report generation.
Data Strategy
7
min read
The Real Cost of Fragmented Analytics Workflows
Discover how fragmented analytics workflows may be affecting your business and what strategies you can implement to fix it.
AI-Native Analytics
6
min read
How GenAI Is Reshaping Enterprise Data Strategies
Learn about the new demands surfacing from GenAI implementation, and practical solutions for data quality, security, and governance challenges.
AI-Native Analytics
7
min read
9 Things You Need to Deliver Self-Service Analytics With AI Agents
Explore essential strategies for AI-driven self-service analytics, including AI-enabled tools, data integration, governance, multi-level UIs, and automation.
AI-Native Analytics
8
min read
The End-to-End Analytics Lifecycle: From Ingestion to Insight
Explore the full analytics lifecycle, from data ingestion to insights, and learn how to solve the main bottleneck that impacts every stage.
AI-Native Analytics
7
min read
12 Reasons Your Analytics Strategy is Failing as a Team Sport
Discover how analytics strategies fail from issues like siloed data, shadow IT, weak governance, and lack of collaboration.
Data Governance
7
min read
How to Ensure Data Accuracy Across Your Organization
Learn how to maintain data accuracy across your organization with proven strategies to improve decision-making, reduce errors, and ensure compliance.
Data Governance
9
min read
How Platform Leaders Establish Enterprise-Wide Validation Standards
Learn how to ensure data accuracy with robust validation standards, automated checks, and clear accountability within your organization.
Data Strategy
7
min read
7 Ways to Grow Your Data Team Without Breaking the Budget
Learn 7 strategies to scale your data team efficiently, like upskilling, internal collaboration, and skills-first hiring practices.
AI-Native Analytics
8
min read
Analytics as a Team Sport: Why Data Is Everyone’s Job Now
Discover why data analytics is a team sport and how empowering every employee with data access and insights drives faster, more accurate decisions.
Data Strategy
7
min read
Personnel Strategies That Support Automated Data Pipelines
Discover 5 personnel strategies to eliminate bottlenecks and maximize the value of automated data pipelines.
Data Governance
7
min read
Implement Data Compliance Automation to Meet Regulatory Requirements Without Team Overhead
Streamline your compliance reporting with automation to ensure accurate, timely, and efficient generation of essential reports.
Data Strategy
8
min read
Maintain Consistent Data Usage With Data Dictionaries
Learn how data dictionaries improve data governance, consistency, and quality by standardizing definitions and enhancing collaboration across your organization.
Data Integration Platform
8
min read
How to Avoid Downtime During Data Migration
Learn how to minimize downtime during data migration with strategic planning, risk mitigation, and continuous testing to ensure a smooth, disruption-free transition.
Data Governance
8
min read
How Enterprise Analytics Leaders Can Stop Data Quality Problems Before They Multiply
Discover how to stop data quality problems before they scale. Learn six strategies that transform quality crises into competitive advantages.
Data Governance
8
min read
8 Essential Data Quality Validation Strategies To Prevent Production Failures
Discover 8 essential data quality validation patterns that prevent production failures.
Data Governance
9
min read
10 Essential Data Cleaning Techniques Every Large-Scale Team Needs
Learn advanced data cleaning methods that scale horizontally and implement techniques that handle missing data in large ETL pipelines.
Data Strategy
9
min read
12 Must-Have Skills for Data Analysts to Avoid Career Obsolescence
Discover the critical data analyst skills modern organizations demand, including both technical and soft skills.
ETL Modernization
9
min read
9 Steps to Build Reusable Data Pipelines That Eliminate Duplicate Development
Build reusable data pipelines that multiple teams can use by following these 9 steps.
Data Strategy
6
min read
Data Mesh vs Data Lake Misses the Point. Ask This Instead
Stop debating data mesh vs data lake. Central data teams need reframing tools to focus on solutions to challenges.
Data Strategy
11
min read
How to Build a Data Team Structure That Scales Impact Instead of Headcount
Discover data team structure strategies that eliminate bottlenecks and scale capabilities without endless dependencies.
AI-Native Analytics
7
min read
Prophecy vs. Databricks Lakeflow Designer
A practical guide for teams evaluating Prophecy and Lakeflow Designer
Data Strategy
9
min read
Stop Cloud Data Cost Chaos With These 11 Executive Strategies
Cloud data costs spiraling out of control? Learn 11 executive strategies to optimize spending.
Data Strategy
10
min read
How Platform Leaders Can Break the Data Ownership Deadlock That's Paralyzing Enterprises
Discover enterprise data ownership that works. Learn how platform leaders ensure scalable access control across distributed teams.
ETL Modernization
10
min read
How Analytics Leaders Can Implement Enterprise Data Reconciliation Without Breaking Systems
Discover how enterprise analytics leaders overcome data reconciliation challenges at scale.
Data Strategy
10
min read
The Analytics Leader's Playbook for Building Data Observability That Scales
Discover proven data observability strategies that analytics leaders use to build organizational reliability and prevent costly data failures.
Data Governance
12
min read
How Analytics Leaders Build Distributed Data Stewardship That Actually Works
Discover how analytics leaders design data stewardship that scales across organizations without sacrificing agility or creating administrative overhead.
Data Governance
10
min read
Why Neither Data Consistency nor Integrity Alone Is Enough
Learn why data consistency vs integrity isn't an either-or choice. Discover how both work together.
Events + Announcements
5
min read
Data + AI for everyone: highlights from the 2025 Databricks Summit
The hot topic? Access to data for all users
AI-Native Analytics
7
min read
Agent-Powered Pipeline Development: Designed for Humans, Built for Production
Prophecy’s latest release democratizes pipeline development with AI agents, keeps humans in the loop
Data Strategy
12
min read
How Forward-Thinking Platform Leaders Build Data Integrity That Prevents Quality Chaos
Discover how platform leaders build data integrity that scales across teams without creating bottlenecks or sacrificing self-service innovation.
Data Strategy
12
min read
How Platform Leaders Can Ensure Data Completeness and Prevent Analytics Failure
Learn data completeness best practices that prevent analytics failures, accelerate AI initiatives, and establish enterprise governance accountability.
Data Strategy
10
min read
How Data Domains Break the Cycle of Endless Analytics Backlogs
Discover how data domains replace centralized bottlenecks with distributed ownership. Stop waiting for data engineering teams.
Data Engineering
11
min read
Stop Data Pipeline Failures Before They Impact Your Business Operations
Learn how effective data pipeline monitoring prevents costly business failures and turns operational excellence into a strategic business advantage.
Data Governance
10
min read
Why Traditional Data Security Management Fails Enterprises and What Works Instead
Learn proven data security management strategies that eliminate breaches without stifling business agility.
Data Strategy
10
min read
From Data Mess to Business Success Through Strategic Data Curation
Learn how data curation turns your data from a cost center to a growth driver and enhances business success.
Data Strategy
8
min read
How to Stop Playing Data Detective and Build Lineage That Actually Works
Discover why data lineage implementations fail and the solutions that fix them.
Data Integration Platform
10
min read
Stop Creating Bottlenecks and Create Data Workflows That Drive Business Growth
Learn how strategic data workflows drive real business growth instead of creating bottlenecks.
Self-service Data Preparation
9
min read
The Analyst's Guide To Conquering Data Cleansing Chaos
Master data cleansing challenges and transform dirty data chaos into confident analytics.
Data Strategy
9
min read
Why Some Teams Thrive With Data Fabric While Others Need Data Mesh
Struggling with data access? Discover how data fabric vs mesh architectures differ for the right strategy.
Data Governance
11
min read
How to Build Enterprise Data Governance Without Killing Innovation
Learn how an enterprise data governance framework can turn scattered data practices into a growth catalyst.
Events + Announcements
5
min read
Get ready! AI agents, booth chats, and must-see Prophecy events at the 2025 Data + AI Summit
The Prophecy team will be everywhere at the Databricks Summit next week - make sure to catch us!
Data Governance
12
min read
How to Build a Data Quality Framework Without Creating Bottlenecks
Stop drowning in unreliable data. Learn how to build a data quality framework that balances governance with accessibility.
Data Strategy
10
min read
How Data as a Product Throws Your Data Team a Lifeline
Data as a product principles can take your organization from data chaos to brimming with insights. Here´s how.
Events + Announcements
3
min read
Prophecy at Databricks Data + AI Summit 2025
Taming impossible data, agents and the impact of GenAI at our biggest data event of the year!
Prophecy for Databricks
9
min read
Quality at Scale: Unlocking Hidden Monitoring Capabilities in Your Lakehouse
Discover overlooked Databricks Lakehouse Monitoring capabilities that transform data quality.
Self-service Data Preparation
11
min read
How DataOps Ends the Self-Service vs. Governance Dilemma
Discover how DataOps bridges the gap between business and technical teams, automating governance while enabling self-service. Implement these proven practices to transform your enterprise data operations.
Data Strategy
13
min read
The Self-Service BI Paradox: Why Better Tools Don't Always Mean Better Insights
Discover why self-service BI initiatives often fail and how to overcome data transformation bottlenecks. Learn 5 essential strategies for empowering business users while maintaining enterprise governance. Upgrade your data democratization approach today.
Data Strategy
11
min read
How Effective Data Orchestration Eliminates Silo-Driven Data Chaos
Learn how effective data orchestration transforms scattered data streams into a cohesive business advantage. Discover how modern data orchestration eliminates silos and accelerate analytics transforming raw data into value.
Data Strategy
9
min read
The Four Data Mesh Principles That Take You From Centralized to Domain-Driven
See how data mesh principles transform data engineers from bottlenecked processors to product owners.
Data Strategy
12
min read
How Four Analytics Types Create A Complete Business Intelligence Framework
Discover how descriptive, diagnostic, predictive, and prescriptive analytics create a complete intelligence framework. Learn implementation strategies that turn overwhelming data into a strategic advantage.
Data Strategy
13
min read
Why Data Products Fail and How to Deliver Business Value Beyond Dashboards
Discover how effective data products make complex information accessible to business users while maintaining governance and quality, bridging the gap between raw data and actionable insights.
Data Governance
12
min read
Building a Self-Service Data Governance Framework in Databricks With Prophecy
Stop choosing between control and access. Learn how to build a robust Databricks governance framework that enables true self-service analytics without compromising security, powered by Prophecy.