Data mesh promised decentralised ownership. In practice, the durable idea that survived is the data product: a discoverable, trustworthy, well-documented asset with a clear owner.

Ownership and contracts

Data contracts are emerging as the interface that lets producers and consumers move independently without breaking downstream analytics.

From dashboards to decisions

The leaders are wiring data products directly into operational workflows, closing the loop between insight and action.