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data-governance(3)

Close-up of a printed circuit board, representing the underlying foundations that AI strategy depends on

ai-strategy·7 May 2026·5 min read

Why Most AI Strategies Are Failing in 2026 — And Why Lakehouse Foundations Are the Missing Piece

Gartner expects 60% of AI projects to be abandoned through 2026 without AI-ready data. Why lakehouse foundations are the leverage point for leadership teams.

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Server racks with illuminated cabling, representing the data infrastructure layer that powers AI

data-platform·18 February 2026·8 min read

The 2026 AI-Ready Data Platform Blueprint

AI agents fail because data foundations are broken. The governance-first blueprint we use across 30+ engagements to make AI work in production.

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Dark dashboard showing time-series metrics — the kind of view a semantic layer is meant to make consistent across every consumer

data-contracts·15 June 2025·8 min read

Data Contracts and Semantic Layers: The Missing Foundation for Reliable AI Agents

Metric drift and broken AI agents are symptoms of the same problem. Why data contracts and a semantic layer are the foundation that fixes it at the root.

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