Question 1

What is Enclo?

Accepted Answer

Enclo is a specialist engineering firm that builds hybrid AI infrastructure on infrastructure its customers control: their devices, datacenters, colos, or their own cloud accounts. Offerings: hybrid edge + cloud inference (computer vision and custom models on the device, heavier compute remote), on-prem and air-gapped GPU compute, and multi-tenant GPU platforms on bare-metal Kubernetes and KubeVirt. Engagements are a fixed-fee build, handed to the customer's team with runbooks and infrastructure-as-code so they run it. Enclo does not operate customer infrastructure on-call; ongoing help is an optional fractional-advisory retainer.

Question 2

Does Enclo host customer workloads?

Accepted Answer

No. Everything runs on hardware the customer owns or in cloud accounts the customer controls. Enclo never runs customer workloads on GPUs it owns or rents, and customer data (prompts, outputs, documents, model weights) never transits Enclo's systems.

Question 3

Who does Enclo serve?

Accepted Answer

AI software vendors whose product runs on their customers' devices or in their networks and who need that deployment built and packaged; AI companies that need an edge/inference platform or multi-tenant control plane built reliably; and enterprises that want AI where their data is (on the device, on-prem, or in their own cloud tenancy) because it can't leave, because latency demands it, or because hardware they bought is under-used.

Question 4

Does Enclo work in the cloud or only on-premises?

Accepted Answer

Both, with one requirement: the infrastructure must be under the customer's control. That means the customer's datacenter or colo (including fully air-gapped sites), the customer's own AWS, Azure, GCP, or OCI accounts, or a hybrid of the two.

Question 5

Does Enclo build AI agents or applications?

Accepted Answer

No. That's a deliberate line. Enclo builds the infrastructure agents and models run on (model serving, scheduling, edge, observability). The customer's developers or application partners build the agents, applications, and models on top.