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Bronze, Silver and Gold Layers: How a Lakehouse is organized in production

by Alejandra. Vital | Sep 18, 2026 | Blog

A productive lakehouse separates the data cycle into three layers: Bronze preserves the original data, Silver validates and standardizes it, and Gold turns it into information ready for decision making, BI, and AI. The value lies not in using three colors, but in establishing traceability,...

The advisor who doesn’t know anything about technology no longer has a say: why technical expertise stopped being optional at the council table 

by Alejandra. Vital | Sep 14, 2026 | Blog

For decades, the composition of a board of directors was determined by a relatively stable combination of profiles: one financial, one legal, one industry-related. That combination reasonably covered the risks that a board had to monitor....

Data lake, data warehouse, and lakehouse: what each solves and when to choose it

by Alejandra. Vital | Sep 11, 2026 | Blog

A data lake prioritizes flexibility to store diverse data; a data warehouse optimizes structured information for BI and reporting; a lakehouse combines flexible storage with governance, transactions, and advanced analytics. The right choice depends on...

What should a board of directors ask before approving a data or AI project?

by Alejandra. Vital | Sep 8, 2026 | Blog

Approve a project and ensure it is executed properly are two separate responsibilities, although in most boards they are treated as if they were the same. The first responsibility falls on the management team. The second responsibility falls on the board — and in...

Lakehouse architecture: how it unifies analytics and AI on a single platform

by Alejandra. Vital | Sep 4, 2026 | Blog

A lakehouse architecture unifies analytics and AI by sharing a governed data layer, transactional table formats, and specialized compute engines for BI, streaming, and machine learning. Its value lies not in “putting everything in a lake,” but in reducing...

The hidden costs of artificial intelligence that can affect the ROI

by Aranza R | August 28, 2026 | Blog

The real cost of artificial intelligence does not end with licenses, models, or tokens. Data, integration, RAG infrastructure, security, monitoring, follow-up work, and adoption can substantially modify the TCO. To protect the ROI, a company must...
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