For most enterprises, the bottleneck in their AI and Reporting journeys is data.

• Reports can’t be refreshed because a schema change broke data pipelines.
• Dashboards are stale because of latency issues.
• AI model performance suffers because column semantics have drifted.

One key reason for this is the chasm between the teams that produce, curate, and consume that data. Each team is incentivized independently so collaboration on shared assets like data often take a back seat.

Enter, Data Contracts – a sociotechnical artifact that shifts data quality left to the source.

In this session, Hatchworks AI will demonstrate the definition and enforcement of Data Contracts on the Databricks platform. The team will illustrate how contracts provide a single source of truth on data assets that can be used to detect and socialize data quality issues in transit.