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 Engineering, Cloud Networking; Embrane co-founder/CEO; Andiamo co-founder/CEO; Product Manager. Embrane and Andiamo were acquired by Cisco.

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 co-founder/CTO; Insieme co-founder/Software CTO; Nuova founding engineering team member. Noiro, Insieme, and Nuova were acquired by Cisco.

Education: UIUC BS, CS.

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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.