Nirmata

AI that runs entirely on hardware you own.

We design, deploy and maintain a local language-model environment inside your own infrastructure: open-source models tuned to your workload, with no subscription, no per-token billing, and nothing leaving your network. The only cost is the hardware, and you own that outright.

Open-source modelsRuns fully offlineHardware-only cost

Predictable cost, not a growing bill.

Cloud AI subscriptions

  • Per-token or per-seat costs that scale with usage
  • Your data passes through someone else's servers
  • Rate limits and quotas outside your control
  • Pricing and models can change without notice

Local AI with Nirmata

  • One hardware investment, then the software is free
  • Every request stays inside your own network
  • Capacity is yours, no rate limits, no shared queue
  • You choose when (and if) to change models

Sized to your workload, not oversold.

We start by understanding what you actually need it for (drafting, coding help, document Q&A, customer-facing chat) and recommend the smallest hardware that comfortably handles it, from a single workstation GPU to a multi-GPU server. You buy the hardware once and own it outright; there's no ongoing license.

  • Right-sized hardware recommendation, not a sales upsell
  • Any leading open-source model family, swap freely, no lock-in
  • Runs fully disconnected from the internet if your policy requires it

Installed, secured and tuned, not just switched on.

We install and configure the model-serving environment on your hardware, tune it for your GPU's memory and expected traffic, and wire it into whatever it needs to talk to. Your document store, your internal tools, your existing AI Agents.

  • Configured for your specific hardware, not generic defaults
  • Access controls and usage logging from day one
  • Monitored and maintained by us, like everything else we run

A private chat workspace, not a command line.

Every deployment includes a clean, branded chat interface your whole team can log into: conversation history, document upload, and the ability to switch between models for different jobs, all running on your own infrastructure.

  • One login for your whole team
  • Upload documents and ask questions directly in chat
  • Switch between local models or add a cloud model for heavier tasks

Everything you need to run AI locally.

  • Right-sized hardware guidance

    We recommend and help you source hardware that fits your actual workload, not more than you need.

  • Full data sovereignty

    Prompts, documents and outputs never leave your network, ideal for regulated or sensitive data.

  • Any open-source model

    Leading open model families, chosen and tuned for your workload, with the freedom to switch anytime.

  • A branded team chat workspace

    One login, conversation history, document upload, a private interface your team can actually enjoy using.

  • Local, cloud, or both

    Keep sensitive work local and route heavier tasks to a cloud model on demand, the same workspace, either way.

  • Maintained like the rest of your stack

    We monitor, patch and tune the environment as part of the same infrastructure we already watch for you.

Common questions.

Curious what local AI would cost, in hardware, once?

Tell us what you'd use it for and we'll recommend the hardware and models to match. No subscription to quote.

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