Solutions

Pick the lakehouse problem you want the agent to solve first.

Omnitrace connects cost, reliability, and remediation workflows so Databricks teams can move from signal to verified outcome.

FinOps Agent

Databricks cost optimization

Find idle clusters, missing auto-stop, table waste, and cloud cost drivers that DBU-only views miss.

Reliability Agent

Detect table, workload, and operational drift before it turns into a slow job, failed query, or incident.

Agent loop

Move from finding to Jira context, approved fix, and verified outcome without losing human guardrails.

Spark operations

Explain OOMs, GC thrash, spill-heavy stages, skew, and cluster drift with action-ready evidence.

Tell us what hurts most in your Databricks environment. We will map the first rollout path around cost, reliability, or remediation.