One signal

An a16z.news essay argues that Databricks’ lakehouse and lakebase could become a foundational system of record for AI agents, bringing transaction, analytics and operational data together.

The author’s larger point is that agents could reduce the need for traditional management layers by letting frontline staff direct workflows themselves. That is a forecast, not evidence that companies are already reorganising this way. It’s a useful argument about where AI infrastructure might lead, though the essay’s thesis has quite a few steps between today’s data platforms and tomorrow’s flatter firms.

Discuss: If AI agents make it easier for frontline teams to run workflows directly, should companies flatten management structures or keep human managers as the essential coordinators?

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