Enterprises rarely choose a cloud in the abstract. They choose it in the presence of Active Directory, a data-residency constraint, a .NET estate, a data team that already lives in BigQuery, or a set of AWS accounts nobody wants to abandon. The useful comparison starts there.
Azure is often the path of least friction for Microsoft-centric organizations: identity, .NET, SQL Server and Microsoft 365 already define how people work. AWS remains a strong default for breadth of services and teams with deep cloud-native practice. Google Cloud is frequently the right answer for data platforms, analytics and certain AI workloads.
Multi-cloud as a slogan is expensive. Multi-cloud as a deliberate placement of workloads — a data platform here, an application estate there — can be rational. The architecture should make that choice explicit, including the networking, identity and operational cost of running more than one provider well.
Zynavia evaluates security, scalability, residency, existing infrastructure and cost before recommending a landing zone. The cloud is a means. The system you can operate is the product.
