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Sopti’s architecture supports both models. The choice depends on whether your priority is agility (cloud) or regulatory control (on-premises).
Cloud
Best for rapid deployment and businesses needing elastic LLM capabilities.
On-Premises
Ideal for banks/municipalities with strict data sovereignty requirements. Hybrid setups can balance real-time scalability with sensitive data isolation.
Cloud
On-Premises
Cost
Lower upfront costs (pay-as-you-go)
High initial investment for hardware
Security
Shared responsibility model / Tier 5 Data Center
Full data control
Scalability
Instant resource scaling
Limited by hardware capacity
LLM Performance
Access to GPU clusters for large models
Requires local GPU infrastructure
Compliance
Suitable for all industries
Preferred for government/finance
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