Octopus Energy cuts margin pipeline costs 50‑fold with Databricks re‑architecture
Octopus Energy’s shift to half‑hourly settlement spiked data volume 48×, threatening $1 M annual pipeline costs. By redesigning its margin pipelines on Databricks into three grain‑specific streams, a three‑engineer team slashed projected costs by 50×, saving millions while handling the new data load.