Infrastructure decisions you will not have to undo
We help government bodies, PSUs and enterprises in India plan and build GPU infrastructure, private and hybrid cloud, and disaster recovery. We start from your workloads and constraints, explain the trade-offs in plain language, and design systems your own team can run.
What people usually come to us with
“Our VMware renewal quote is several times last year's.”
A safe, wave-by-wave move to KVM, with a way back at every step.
See how we approach it →“The GPUs are ordered, but our data centre cannot power them.”
Power, cooling and rack planning before the servers arrive.
See how we approach it →“We have a DR site. We have never actually failed over.”
DR that is designed per application and tested with your team.
See how we approach it →“Staff are pasting customer data into public AI tools.”
An approved, private way to use LLMs, with guardrails.
See how we approach it →“We need a tender specification that survives technical evaluation.”
Requirements turned into clear, vendor-neutral specifications and BoQs.
See how we approach it →“Everyone says we need Kubernetes. Do we?”
An honest check, and sometimes an honest no.
See how we approach it →Nine solution areas, one joined-up design
GPU clusters need the right data centre. Private clouds need disaster recovery. AI assistants need the right model and the right documents. We design these together, so the parts fit.
AI infrastructure and GPU clusters
Size and build GPU clusters for training and inference, including fabric, storage, power and cooling.
Explore →Cloud and VMware exit
Private, public and hybrid cloud, and a safe move off VMware to KVM.
Explore →Disaster recovery
Recovery targets per application, the right DR pattern, and real failover tests.
Explore →Enterprise LLM
Choose, host and govern language models where your data rules allow.
Explore →Answers from your documents (RAG)
Questions answered from your own documents, with sources and permissions.
Explore →AI agents and MCP
Agents that do routine work through your systems, with limits and approvals.
Explore →Kubernetes and platforms
An honest fit check, then a lean platform your team can run.
Explore →APIs and integration
Clear, secure APIs and services that stay understandable as they grow.
Explore →Physical Security Systems
Supply, installation and AMC for CCTV, fire, access control and building management systems.
Explore →Interactive tools and simulations
Most consulting websites describe. Ours lets you try: size a GPU cluster, compare cloud costs with your own numbers, watch a disaster recovery or a VMware migration play out, or see how an AI agent is kept within limits.
Four steps, with something you can use at each one
Assess
Your workloads, current platform, data centre and constraints, in a few focused workshops.
You get: a plain findings report and the options worth considering.
Design
Architecture, sizing and cost, with the assumptions written down so your team can check them.
You get: design document, bill of materials and cost model.
Build
Built from code, tested for failure, and migrated in stages with a way back.
You get: a working platform and test results.
Run
Monitoring, runbooks and an upgrade routine, handed over to your team.
You get: runbooks, training, and support if you want it.
Specifications that hold up in evaluation, and in production
Public procurement needs technical documents that are complete, fair to more than one vendor, and defensible when questioned. We help departments and PSUs turn what they need into specifications that work.
- Requirements gathered from users and turned into clear technical specifications
- Vendor-neutral sizing, bill of quantities and bill of materials
- Technical compliance sheets and evaluation criteria
- Support with pre-bid queries and technical evaluation
- Review of designs and acceptance tests after award
What you can expect from us
Workload first
We start from what you need to run, not from a product we want to sell.
An honest no
If you do not need Kubernetes, fine-tuning or a second data centre, we will say so.
Tested, not assumed
Failover, restores and load are tested before handover, with results you can see.
Yours to run
Plain documents and runbooks your own team can maintain after we leave.
How we approach real problems
These are illustrative scenarios built from common requirements, not specific client engagements. They show how we think a problem through, step by step.
Hospital group DR
Tiered recovery for HIS, lab and imaging.
Read →Illustrative scenarioLeaving VMware
300 VMs to OpenStack in six waves.
Read →Illustrative scenarioPrivate LLM on 32 GPUs
Sizing inference and fine-tuning for 2,000 staff.
Read →Illustrative scenarioHR policy assistant
Answers in English and Hindi, with permissions.
Read →Illustrative scenarioIT service desk agent
From shadow mode to approved actions.
Read →Illustrative scenarioFestive-season scale
30 services onto Kubernetes before the sale.
Read →Tell us what you are planning
A GPU cluster, a cloud move, a DR review, an AI pilot or a tender specification. Send us a few lines about it, and we will come back with a plain first view of the options.