AI alerts on Iceberg schema drift, halting downstream breakage
A new AI Impact Analyst watches Iceberg tables via Lakekeeper, captures schema edits in Kafka, and uses an Anthropic model to assess downstream impact within seconds. The service posts real-time alerts and remediation tips to Slack, cutting the costly downtime that schema drift normally triggers.