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SURGE SOFTWAREAI products · Bengaluru
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Use case

Custom AI on your own servers: assess, build, host and run

Surge AI is the services team behind Surge's products. We assess where AI pays back, install open-source models on your own servers, build agents and retrieval (RAG) over your documents and systems, and run them for you with support and cost reports. Engagements have a fixed scope and a measured outcome.
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The problem

What gets in the way

  • AI pilots stall because strategy, infrastructure, engineering and operations sit with different vendors.
  • Sending company data to an outside AI service is not allowed for many teams.
  • Nobody owns the model after go-live, so quality drifts.

Step by step

How to do it

  1. 1

    Assess

    We map use cases, check your data and infrastructure, and build the business case.

  2. 2

    Install

    We size the GPUs, install open-source models on your servers and put a model gateway and monitoring in front.

  3. 3

    Build

    We build agents and RAG on your systems — ERP, CRM, ITSM, CMS — with human approval where it matters.

  4. 4

    Run

    We support, evaluate, tune and upgrade the models, with a monthly view of usage and cost.

Be sure

When Surge Software is not the right tool

If you only need a single off-the-shelf tool, one of our products (free for 3 months) is faster and cheaper than a project. We are a small team, so very large multi-country programmes are not our fit.

FAQ

Questions

Can the models run without internet access?

Yes, open-source models can run fully on your own servers.

Can I try something first?

Yes. Each of the 15 accelerators has a live demo on sample data.

How do we start?

Book a working session from the contact page.

Related

Last updated 1 November 2026 · by Venu Gopal Reddy Muvva, founder