"This new reality is forcing organizations to undertake careful assessments before making platform decisions for AI. The days when IT leaders could simply sign off on wholesale cloud migrations, confident it was always the most strategic choice, are over. In the age of AI, the optimal approach is usually hybrid. Having openly championed this hybrid path even when it was unpopular, I welcome the growing acceptance of these ideas among decision-makers and industry analysts."
"Enterprises now have a rationale for an integrated, best-of-both-worlds platform, not as a retreat from cloud, but as a progression toward mature, sustainable AI. Hybrid approaches allow organizations to optimize costs, address regulatory and latency needs, and retain vital security controls, while also continuing to leverage the cloud's strengths for experimentation and growth."
"Artificial intelligence, with its intense resource demands and complex risk profile, has normalized a pragmatic approach to platform architecture. Ignore the rhetoric. Hybrid is the future for organizations that intend to scale AI, strike the right cost-performance balance, and adapt to ever-changing requirements. With authoritative references both validating and reinforcing this view, it's clear that what was once dissent is now fast becoming conventional wisdom."
Hybrid platform architectures combine cloud and non-cloud resources to meet AI's intense resource demands and complex risk profile. Organizations benefit from hybrid strategies by optimizing costs, addressing regulatory and latency constraints, and retaining essential security controls. The cloud remains valuable for experimentation, growth, and rapid innovation while non-cloud deployments support sustained, high-performance workloads and governance needs. A thoughtful integration of both approaches supports mature, sustainable AI deployments that can scale, adapt to changing requirements, and strike an appropriate cost-performance balance across varied enterprise scenarios.
Read at InfoWorld
Unable to calculate read time
Collection
[
|
...
]