Resources — Articles

Articles

Practical write-ups on data and AI platform engineering — what we've learned building this for real industrial clients.

Insights — Platform Governance· August 2026

Platform Governance Is More Than Data Governance

Data rules are necessary but not sufficient. Infrastructure, models, and GenAI behavior all need governance of their own.

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Insights — Data Governance· July 2026

Data Governance Is the Layer Every AI Platform Quietly Depends On

It rarely gets a headline — but weak governance is why so many GenAI and ML initiatives stall, drift, or quietly lose people's trust.

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Insights — MLOps· May 2025

Why GenAI Projects Fail in Production — and How to Fix It

Most data and AI ambitions don't fail because of the idea — they fail because of the missing technical foundation underneath.

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