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Governance for Unified Data: The Controls You Need When Everything Connects to Everything

Governance for Unified Data: The Controls You Need When Everything Connects to Everything

by Tara Black | Jan 30, 2026 | Data & Analytics

Unified data is the promise. Unified risk is the part no one puts on the slide.Most organizations pursuing modernization are doing the right thing: connecting ERP, CRM, product telemetry, finance, supply chain, and third-party sources into a shared foundation that...
Lakehouse Modernization on Databricks: Architecture Refresh, Delta Streaming Patterns, and What Migrations Teach You

Lakehouse Modernization on Databricks: Architecture Refresh, Delta Streaming Patterns, and What Migrations Teach You

by Tara Black | Jan 30, 2026 | Data & Analytics

Modernization rarely fails because “Spark is hard.” It fails because yesterday’s architecture quietly accumulates compromises: duplicated data pipelines, inconsistent definitions, fragile batch schedules, and performance that degrades as adoption...
Beyond the Hype: How Tailored AI Transforms Production Planning

Beyond the Hype: How Tailored AI Transforms Production Planning

by Tara Black | Jan 21, 2026 | Data & Analytics

Every operations leader has heard the promise: AI will revolutionize manufacturing, but if you’ve tried implementing ChatGPT or similar general AI tools for production planning, you’ve probably discovered an uncomfortable truth. Generic AI...
SAP Modernization Trends to Watch in 2026: Data, Integration, and the Lakehouse Revolution 

SAP Modernization Trends to Watch in 2026: Data, Integration, and the Lakehouse Revolution 

by Tara Black | Jan 21, 2026 | Enterprise Software

The 2027 deadline for SAP ECC support isn’t just a technical milestone; it’s forcing a fundamental rethinking of how organizations manage, integrate, and extract value from their SAP data. With 59% of organizations now fully or partially live on S/4HANA,...
2025 Data Trends Year-in-Review: What Changed and What to Do Next 

2025 Data Trends Year-in-Review: What Changed and What to Do Next 

by Tara Black | Jan 21, 2026 | Data & Analytics

A “Signals to Actions” Recap For Teams Who Want Momentum, Not More Meetings. If 2025 had a single vibe, it was this: data teams stopped chasing “more” and started demanding “better.” Better economics, better trust, better speed, and better outcomes. The year wasn’t...
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