TL;DR Staff augmentation lets you add specialized engineers to your team on a contract basis, expanding capacity without the overhead of full-time hiring. The model works best when you need specific technical skills quickly, have a defined scope, or want to keep IP ownership in-house. Costs typically run 30–50% lower than equivalent onshore employees once you account for benefits and
Most enterprise AI teams can tell you which agents are running in production. Few can tell you what those agents are doing in practice: who they’re acting on behalf of, what data they touched, what each call cost, or whether any policy was violated. Databricks built Unity AI Gateway to make that visible and governable. The Databricks Unity AI Gateway was announced
Thousands of enterprises are tackling enterprise data migration right now, and most will fail. Industry research puts the failure rate at 73%, with 80% of projects blowing past budgets by 150% or more and timelines stretching eighteen months beyond initial plans. The platforms work. The failure sits in execution. Manual code conversion, business-level scoping, governance treated as a final step,
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