DATA

6 min

The quiet cost of unclean data pipelines

The quiet cost of unclean data pipelines

The quiet cost of unclean data pipelines

Bad pipelines do not fail loudly. They erode trust one reconciliation at a time.

Every unexplained discrepancy costs an hour of someone's week and a little more confidence in the numbers. Clean pipelines are a trust investment, not a hygiene chore.

EM

Elena Marchetti

Managing Partner · Writes on operating models for applied AI

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Alyssa

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Alyssa

Alyssa

Consulting, data and applied AI for organizations that intend to lead.

NEWSLETTER

One considered email a month. Nothing else.

© 2026 Alyssa. All rights reserved.

Alyssa

Alyssa

Consulting, data and applied AI for organizations that intend to lead.

NEWSLETTER

One considered email a month. Nothing else.

© 2026 Alyssa. All rights reserved.

Alyssa

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