Databricks sales growth tops 80%, but margin are shrinking from swarm of AI agents

Databricks is experiencing rapid revenue growth of over 80% as businesses use its data analytics tools, but profit margins are shrinking because AI agents (software programs that can perform tasks autonomously) are generating many more queries and consuming more resources. The company is addressing cost concerns by offering tools like Unity AI Gateway that help customers monitor their spending on AI tokens (units of text that language models process), allowing them to use expensive advanced models for important tasks while switching to cheaper open-source models for routine work.