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4DAlert Team
Editorial team
Posts published by the 4DAlert editorial team at Performalytic, covering master data management, data reconciliation, data observability and database CI/CD.
10 articles
Enterprise MDM Strategy Playbook — Part 3 MDM ROI Calculator
· AI-Powered MDM
The MDM Transformation ROI Calculator quantifies financial impact across four strategic objectives — cost reduction, revenue growth, customer experience and risk mitigation
Enterprise MDM Strategy Playbook — Part 2 MDM Maturity Assessment
· AI-Powered MDM
The MDM maturity assessment measures current-state capability across People, Process and Technology to expose the gaps and misalignments that block transformation
Enterprise MDM Maturity Assessment and Strategy Playbook — Part 1
· AI-Powered MDM
MDM is a business and IT transformation initiative rather than a technology project, and the absence of a collaborative business-IT strategy and roadmap is a common cause of failure
4DAlert’s Comprehensive Data Management Suite Now Available on AWS Marketplace
4DAlert is now generally available on AWS Marketplace, packaging automated data reconciliation, data quality and data observability, and DataOps CI/CD into a single listing
DataOps vs DevOps: The Key Differences and Why DataOps Matters
DevOps and DataOps are complementary rather than competing: DevOps accelerates software delivery while DataOps makes data clean, reliable and analysis-ready
Empowering U.S. Energy: 4DAlert Automates Schema Compare & Database Deployment
· CI/CD
Oil, gas and energy operators run enormous datasets across Snowflake, Azure, Redshift and Databricks, where inaccurate data threatens safety, compliance and operations
How to Automate CI/CD, Schema Compare and Change Deployment in Snowflake, Azure, SQL and Other?
· CI/CD
Liquibase-style automation relies on imperative methods that depend on every change being sequenced correctly, undermining independent development and deployment
Data Reconciliation With Google BigQuery
· Data Reconciliation
Green ETL jobs do not mean the data is right, because users find missing or duplicate records that throw off the numbers and manual correction takes days or weeks
CI/CD Re-Imagined
· CI/CD
Declarative schema comparison replaces imperative scripting, so you check in the final desired schema and the tool diffs to-be against as-is and generates the ALTER scripts