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When a data platform team relies heavily on Databricks SQL Warehouses, cost spikes and performance regressions are somewhat of a given. But understanding why they happen and what to fix remains one of the hardest problems. Our client, a data-driven organization with growing Databricks usage, had strong observability tools in place. However, when costs increased […]
Automated FDA Label Compliance Using Machine Learning
Manually analyzing product labels against CFR 21 (Code of Federal Regulations Title 21), which governs food and drug products, presents a substantial obstacle for many businesses.
Platform Reengineering
Many clients face the challenge of maintaining outdated platforms that, while generating revenue, hinder growth and scalability.