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OnPremAI

OnPremAI is an on-prem AI/LLM stack for the enterprise LAN: turnkey hardware + model bundles that let data-sensitive teams run and scale generative AI inside their own firewall.
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OnPremAIon-premise AI platformprivate LLM deploymentair-gapped AI inferencedata-sovereign AI solutionenterprise AI applianceon-prem generative AI server

Features of OnPremAI

Run open-source LLMs on your own servers—zero outbound API calls.
One SKU bundles GPU hardware, model weights and MLOps software for single-vendor procurement.
Works in fully air-gapped networks; no Internet required after install.
Performance-tuned for NVIDIA Blackwell GPUs; XS→XL appliance sizes match any workload.
Built-in model catalog lets you filter by release date, parameter count, size and readiness.
REST/GRPC endpoints and a no-code GUI snap into existing IAM, BI and ITSM pipelines.
Four-step rollout: Configure → Validate → Purchase → Deliver—IT can go live in days.
Continuous model refresh pipeline plus security regression tests keep production safe and current.

Use Cases of OnPremAI

Banks, hospitals and government agencies add QA or doc-analysis bots inside classified networks.
Corporations with data-residency mandates keep every token on premises.
Factories, ships and labs with intermittent connectivity run offline LLM services 24/7.
Start small with an XS box, then scale to XL clusters as adoption grows.
Run PoCs on real data to size GPU demand before full production roll-out.
Plug the local endpoint into ServiceNow, SharePoint or custom apps via REST.
Standardize procurement—one PO covers servers, software and support.

FAQ about OnPremAI

QWhat is OnPremAI?

A turnkey on-prem platform that lets enterprises deploy and operate large language models inside their own data centers or classified networks.

QWhich scenarios is OnPremAI built for?

Any organization that needs full data control, regulatory compliance and air-gapped operation—finance, healthcare, defense, utilities.

QCan OnPremAI run in an isolated network?

Yes. After initial install the system needs no external connectivity; updates can be side-loaded per policy.

QWhat hardware sizes are available?

XS, S, M, L and XL GPU appliances—ranging from a single 4-GPU node up to multi-rack clusters.

QDoes OnPremAI expose APIs?

Absolutely. Standard REST and GRPC endpoints integrate with existing apps, chat UIs and automation scripts.

QHow does purchasing work?

Configure your model bundle and GPU tier, confirm bill-of-materials, issue PO, then receive the pre-imaged appliance ready to rack.

QHow should I evaluate cost and performance claims?

Use your own workloads during the free sizing phase; results vary by model size, concurrent users and tuning—acceptance testing is built into the delivery plan.

QWill the models stay up to date?

Yes. Quarterly security patches and optional model upgrades are shipped as offline packages you approve on your schedule.

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