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Private LLM infrastructure

On-Premise LLM Deployment in Delhi

The best On-Premise LLM Deployment in Delhi, at the best available price.

$0 upfrontPay per accepted checkpointSenior engineer, no agency markup

You have the GPU and you have the model. What is missing is the leg in between: the model exposed as a reliable private API, reached securely from your application, returning data you can trust. That is the whole engagement.

Delhi's economy is shaped by government, trade and services: central ministries and public sector undertakings, a large base of wholesale traders and distributors, hospitals, law and policy firms, and a newer layer of D2C brands and startups. Plenty of established Delhi businesses still run on spreadsheets, accounting software and WhatsApp, and when they buy software they want a fixed price, a working demo and one person answerable for it.

Hospitals, law firms and organisations handling government data in Delhi are wary of case files, patient records or policy drafts reaching a foreign model provider. A model served inside your own cloud account in an Indian region, or on your own hardware, keeps those documents where your clients expect them to be.

What you get

  • vLLM serving tuned to your GPU: quantisation on the native kernel path, KV cache sizing, continuous batching, prefix caching
  • A private network path with no public exposure, verified as a direct peer connection rather than a relay
  • Schema-constrained responses plus a deterministic QA gate, so a wrong answer is rejected rather than rendered
  • Documented baseline: tokens per second, time to first token, real concurrent capacity
  • Infrastructure as code in your repository, a runbook, and every credential held by you
Fixed-fee assessment, credited in full against the build.

No upfront payment and no escrow required. You hold every dollar until a checkpoint is delivered and accepted, and thirty days of defect correction is included. Scope and price are set on a call.

Invoiced in INR, with GST as applicable.

Request a callback

You speak to the engineer who does the work. No sales rep, no deck.

No spam and no sales team. You talk directly to Neeraj.

Delhi, Delhi NCT

Who builds here

Central government ministries and public sector undertakingsWholesale trade and distribution, from Chandni Chowk to Nehru PlaceOkhla Industrial Area and South Delhi startupsIIT Delhi and IIIT-Delhi
Best fit in Delhi

AI Product & MVP Development

Many Delhi businesses have a working operation and no software that fits it, and newer D2C and services founders need a product live before they can raise or sell. A fixed-price build with weekly demos matches how Delhi buyers prefer to commit.

A single GPU server lit in a dark data-centre aisle, the hardware a self-hosted model runs on
Architecture diagram of a private LLM deployment inside your network: your application calls a backend gateway, which reaches a vLLM model server running an open-weights model on your GPU over a private encrypted network with no public endpoint. Every response passes a deterministic validation gate before it returns to the application. Secrets sit in a managed store, the model port is bound to a private interface, output is review-only, and third-party model APIs are not used.
The request never leaves your network, and nothing reaches your users without passing the validation gate.
How you pay

Get it built at $0.

That is not a discount. It is when you pay. The work is split into checkpoints with acceptance criteria written down before anything starts, and each checkpoint is invoiced only after you have seen it and accepted it. No deposit.

$0 to start
You hold every dollar until a checkpoint is delivered and you accept it. No approval, no invoice.
Fixed cost, unlimited features
Or hire the team outright: one fixed monthly cost, unlimited feature development, any stack.
The engineer takes your call
The person on your first call is the one who architects and writes it. No account managers, no bench time.

A US agency quotes $50,000 to $150,000 for the same build and asks for 40 to 50% of it before a line is written. Account managers, project managers, sales commission and bench time. None of it appears in your product.

How it works

Three stages, nothing hidden.

01

Fixed-fee assessment

Five business days from the day access is in place. Your stack examined end to end, existing work classified as preserved or replaced with reasons, the connection design, and acceptance criteria written as testable statements.

02

Implementation in checkpoints

Around three weeks. Each checkpoint has written acceptance criteria agreed before work starts, and is invoiced only after you accept it. Appoint an independent technical reviewer if you want one.

03

Handover and closeout

One real request through your real application, on synthetic data, passing every QA rule. Runbook, recorded handoff, and all our access removed with written confirmation.

Working in Delhi

What actually applies here.

Regulation and data

The DPDP Act 2023 applies to every business here, and its Rules, notified in November 2025, give most obligations eighteen months to take effect, so the time to fix consent and retention in customer systems is before that date. CERT-In's directions of April 2022, which require cyber incidents to be reported within six hours and logs to be kept for 180 days, apply to Indian companies generally and are checked closely by government buyers. Health tech teams working with Delhi hospitals should check whether their software falls under the Medical Devices Rules, 2017, administered by CDSCO, which is headquartered in Delhi. The Delhi Start-up and Incubation Policy approved in 2026 funds incubation in Delhi institutions and carries no data rules.

Contracting and payment

Simple domestic contracting. Invoices in INR with GST as applicable, under a standard services agreement. No cross-border payment friction, no forex conversion cost, and no time spent on paperwork for an overseas supplier.

Working hours

Same time zone. I work from India on IST, so calls, reviews and replies all happen inside your normal working day.

Can you build for a company that sells to government departments?

Yes, on the engineering side: hosting in Indian cloud regions, logging and incident reporting that fit CERT-In's directions, and documentation for security audits. Tender eligibility, GeM listing and empanelment are your company's responsibility, and we do not represent you in procurement.

Can the AI handle Hindi as well as English?

Yes. Current models handle Hindi and mixed Hindi and English well enough for support, search and summaries. We test on your own real examples before choosing a model, and keep a person in the loop where accuracy matters, such as billing or legal content.

We still run on Tally and Excel. Is that a problem?

No. Most builds for established businesses start from existing spreadsheets and accounting exports. We work out which data moves into the new system, which stays where it is, and how the two stay in sync, before any code is written.

We already have hardware and a model running. Is that a problem?

It is the ideal starting point. Existing work is classified during the assessment as preserved unchanged, preserved with changes, or replaced, with reasons, and nothing is replaced without your written agreement.

Can it be fully air gapped?

Yes, including model and dependency mirroring, offline updates and local evaluation, with no outbound network access at all.

Who holds the accounts?

You do, throughout. Cloud accounts are created and held by you, our access is named and limited-privilege, and it is removed at handover with written confirmation.