Why your data team spends its week firefighting

Untested transformations and undefined ownership produce a permanent incident queue.

S. Haddad8 May 20266 min read

Data teams that cannot ship are usually not under-resourced — they are under-governed.

S. Haddad

VP, Data & AI

Writes about data platforms and putting AI into production.

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Data & AI

Manual spot-checking does not scale past the demo. Offline evals are the difference between a prototype and a product.

Data & AI

Teams spend weeks comparing models and days on their retrieval pipeline. The ratio should be reversed.

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