Agentic Code-Level Cloud & LLM Optimization

Reducing data-platform costs
by about $5,800 per month.
Data-platform costs at comparable workload. Includes new recurring costs; excludes the success fee and one-time transition costs. After-costs average two normalized months.
Six Azure Databricks jobs rebuilt historical data every six hours. We changed them to process new files and updated records, and update the affected partitions.
Financial totals matched to the cent in the reported reconciliation. Average mart completion fell from 115 to 42 minutes.
Read the costs and verification detailsAgentic Code-Level Cloud & LLM Optimization
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Accepted projects have no upfront service fee. Fixed fee: 30% of verified net savings over 12 agreed months, after approved transition and additional operating costs.