PodStack built DC Suite to unallocate GPU nodes by BMC the moment an order lands, saving 515 MWh, $52k, and 200 tCO₂e a year.
Published
Signal category
Products & Services
Quote
“So we built the opposite into DC Suite. Unallocated nodes park cold and wake by BMC the moment an order lands”
— Saurav Kumar|PodStack team
Company
PodStack
India's sovereign AI infrastructure OS. Fractional GPU, MLOps, and per-token inference inside India's data borders
- Industry
- IT Services and IT Consulting
- Location
- Bengaluru, IN
- Company size
- 5 employees
Podstack is India's sovereign AI Infrastructure Operating System. We deliver fractional GPU compute, MLOps tooling, and per-token managed inference — all inside India's data borders. From a self-serve developer signup at ₹45/hour to a DPDPA-architected enterprise reserved tier for BFSI and healthcare, Podstack is built for the buyers who are structurally underserved by hyperscalers and structurally under-protected on commodity neoclouds. At the core is PodVirt — a Rust-based, software-defined GPU virtualisation layer that runs across NVIDIA H100, L40S, A100, L4, and AMD MI300X without vendor SDK lock-in. It is the wedge that lets a regulated Indian buyer transact under one Podstack contract for sovereign managed inference, while compute is federated across our partner data centres. Who we serve: gen-AI startups, ML research teams, mid-cap BFSI, mid-tier healthcare and life sciences, MoD-aligned workloads — anyone who needs performance, sovereignty, and predictable INR pricing. What we serve: Fractional GPU (PodVirt), Serverless GPU, Baremetal, Pods, VMs, Object Storage, NFS Volumes, Serverless Jupyter Notebooks, Model Registry, One-Click Inference, MLOps Pipelines, and Managed Inference at per-token pricing. Why we exist: India has a structural compute gap. Hyperscalers cannot economically serve mid-enterprise procurement. Commodity neoclouds cannot provide the governance plane a regulated CIO can put through compliance. Foundation-model providers will not localise their inference plane to Indian DPDPA architecture. Podstack is the fourth, deliberately constructed position.Get started: visit podstack.ai. Self-serve signup is open. KYC unlocks ₹X in free credits. HQ: India · Live in production · Hiring: ML systems engineers, SREs, BFSI account executives.
Founded 2024