// 48-hour ai infrastructure assessment

Planning private AI infrastructure?

Give us your workload, users, budget and timeline. Within 48 hours, receive an initial cloud/on-prem architecture, GPU/server specification, BOM and expected infrastructure cost.

48hours from brief
to blueprint

Your brief is confidential by default and never used to train anything. Happy to sign your NDA before you share the details.

2 · Users

3 · Budget

4 · Timeline

Where should it run?

Confidential by default. NDA on request.

// what you get

Four documents. One decision.

01

Validated architecture

Cloud, on-prem or hybrid, checked against vendor support matrices.

Users
Gateway
vLLM / NIM
GPU nodes
Vector DB

02

Bill of materials

Every line: GPUs, servers, network, storage, software, support.

GPU server, 4× accelerator2
100G switch2
NVMe storage node1
AI software subscription1 yr

03

Expected costs

Up-front, running and per-user, side by side for each option.

On-prem
Private cloud
Hybrid

04

Sourcing options

Suppliers, lead times and alternatives if a part is short.

Supplier A

3 wks

Supplier B

5 wks

Supplier C

Alt. SKU

Previews are illustrative; yours are built from your brief.

// who works on your brief

No sales layer.
The engineer and the buyer.

Pankaj Kharkwal

Co-founder & CTO

Pankaj Kharkwal

Designs your blueprint.

A decade architecting infrastructure at Microsoft, Oracle, EY and Citrix.

ArchitectureAI / MLCloud
Rohit Kharkwal

Co-founder & CEO

Rohit Kharkwal

Prices it and gets it delivered.

Quotes and sells enterprise hardware every day, through Arrow, TD SYNNEX and the OEMs.

Hardware sourcingPricingDelivery

  1. Hour 0

    Brief

  2. Hour 48

    Blueprint

  3. Then

    Source

  4. Deploy

  5. Operate

Your blueprint, 48 hours from now.

We design it, validate it, source it, deploy it and help run it.

Start the brief

Workload, users, budget and timeline. That's all we need to start.