Most of the AI spend conversation is about models and GPUs. The $$$ hefty line item nobody's modeling yet is what it costs to run analytics once agents, not people, are driving the query volume. That bill scales fast, and it doesn't scale on the hardware most enterprises are running today. Test our Workload Analyzer to see what your SQL analytics actually cost on the Analytics Processing Unit (APU) versus CPU and GPU. Link in comments. #AI #AIAgents #CPU #GPU
Goldman Sachs predicts AI agent token use to grow 24x by 2030. Enterprise agents will soon generating more SQL queries than humans. OpenAI and Anthropic are partnering with Databricks and Snowflake because the foundation for enterprise AI agents is structured enterprise data. Speedata.io APUs can deliver 1-2 orders of magnitude better performance, price-performance and energy efficiency for SQL analytics compared to CPU and GPU.
