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Enterprises push for their data to be under their control in virtualprivateclouds, in open data formats like Iceberg, to run AI models in their own environments - the cloud-prem architecture. These models are their intellectual property & a key competitive advantage.
Lift and shift changes can also introduce costs around spiky network traffic or data egress/ingress charges across secure VPCs or Availability Zones. Aligning your SaaS business strategy with SaaS technical architecture is critical to SaaS success.
Enterprises still aren’t comfortable sharing their proprietary data with closed-source model providers out of regulatory or data security concerns—and unsurprisingly, companies whose IP is central to their businessmodel are especially conservative.
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