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Deployment
Choosing on-premises, managed, or hybrid deployment
Deployment should follow workload, data boundaries, and operating capability rather than a simplistic security ranking.
2026-06-01 · 7 min read
Start with workloads
Different data and workflows may require different locations, so one enterprise may use multiple deployment models.
Define responsibilities
On-premises requires more internal operations, managed service requires clear boundaries, and hybrid requires cross-environment coordination.
Begin with a reversible pilot
Validate identity, models, data, and operations before scaling organizational scope.
Apply the method to your operating environment
Book an architecture conversation around your models, team, cost, and data requirements.
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