About us

We are building the control plane for enterprise inference economics.

servescale.ai is an enterprise control-plane team building a private inference cloud, not another API endpoint. We believe the winning enterprise AI stack will be governed, heterogeneous, power-aware, and economics-first.

Founders

Founded by infrastructure operators who have taken enterprise platforms from zero to Cisco-scale.

Dante Malagrino

CEO

Past experience: Protegrity CPO/CTO, Riverbed CDO, Cisco VP Eng Cloud Networking, Embrane [acquired by cisco] Co-founder/CEO, Andiamo [acquired by Cisco] Product Manager

Education: Politecnico Di Torino PhD, CS
UC Berkeley MS, Data Science

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Michael Dvorkin

CPO

Past experience: Hedgehog co-founder/CTO/Head of Product, Cisco Cloud Networking BU Distinguished Engineer, Noiro [acquired by Cisco] co-founder/CTO, Insieme [acquired by Cisco] Co-founder/Software CTO, Nuova [acquired by Cisco] Member of the founding engineering team

Education: UIUC BS, CS

LinkedIn ↗

Built for CIO and CTO-owned AI infrastructure.

servescale.ai enables IT organizations to offer cost-effective inference and model-hosting services to internal and external customers.

Cloud + colo + on-prem

Deploy across public cloud, neocloud, colo, data center, and edge environments.

Standard APIs + MCP

Integrate with applications, agents, chatbots, Kubernetes, CI/CD, AI Ops, data, and context systems.