// AI · Infrastructure · Defense

AI, infrastructure,
and defense engineering.

AI systems, high-density server cooling, naval surveillance, and defense technology — designed to ship, hardened by default.

AI Services Server Cooling Naval Surveillance Defense Technology

01 — AI Services

AI systems and the infrastructure they run on.

Designed, procured, and shipped to your environment. Advisory, build, or embedded.

Agent and multi-agent systems with evaluation harnesses, shipped with runbook
RAG over private data with observability, audit trails, and drift monitors
AI infrastructure design — GPU cluster sizing, rack and fabric layout, power and thermal envelope
Procurement of GPU servers, racks, networking, and storage to client spec — vendor-neutral, sovereign supply where required
On-prem and air-gappable inference (vLLM, Ollama, Triton) with hardened model serving
MLOps and model lifecycle — golden sets, regression suites, drift monitors, instrumented in production
Migration off legacy GPT stacks to current open-weight and Claude models

Hardened by default — no telemetry, on-prem option, signed builds

// stack

Claude Ollama vLLM Hugging Face

// engagement tiers

Advisory

1–4 weeks. Architecture review, build-vs-buy, vendor shortlist.

Build

4–16 weeks. Working system handed off with runbook.

Embedded

3–12 months. Engineers inside your team.

Start an AI conversation

02 — Server Systems & Cooling

Liquid cooling and high-density architecture for AI-era data centers.

Vendor-neutral. Greenfield design and retrofit, from CDU spec to commissioning.

VERTIV-class CDU and manifold integration
Rack design for 30–60 kW densities (GPU clusters, AI training racks)
Direct-to-chip, RDHx, and immersion — matched to the workload
Retrofit plans for air-cooled facilities adding high-density zones
Thermal audits for clusters that are throttling under load

Hardened by default — air-gappable BMS, no phone-home telemetry

// reference deployments

CDU + manifold integration alongside VERTIV Liebert XDU cabinets. Production-grade stainless steel build with precision pressure control.

// build gallery

VERTIV Liebert XDU CDU cabinets staged with stainless cooling manifold in data center hall

Cooling manifold being installed inside a raised-floor trench during commissioning

Macro detail of brass DPCV pressure valves and Tri-Clamp gasketed fittings on a stainless cooling manifold

Completed cooling manifold mounted on aluminum extrusion frame with controller, presentation-quality build

Production floor with U-bend stainless steel riser manifolds prepared for shipment

Production floor with multiple long stainless steel cooling manifold assemblies on yellow factory deck

Discuss a cooling project

03 — Naval Surveillance

Sovereign naval surveillance & AI for the Indian EEZ.

India’s Exclusive Economic Zone stretches 200 nautical miles offshore across roughly 2.37 million km² — extending from the Bay of Bengal through the Arabian Sea to the Andaman, Nicobar, and Lakshadweep archipelagos. Watching it requires more than radar.

Thousands of vessels transit Indian waters daily; many small craft operate without AIS
Dark vessels — transponders off — are the operational pattern of smuggling, illegal fishing, and reconnaissance
Coast Guard watchkeepers face thousands of contacts on a screen with no automated triage
Sovereign data, sovereign compute, and sovereign decision loops are non-negotiable
Stratumix is engaged in iDEX challenges around naval surveillance

Hardened by default — air-gappable, on-prem inference, zero telemetry

// illustrative — not operational data

// capabilities

Naval AI

Anomaly detection on AIS and multi-source vessel data.

Sensor fusion

Designed for sensor fusion across radar, AIS, and EO/IR feeds.

On-prem inference

No data leaves the perimeter. No model weights phone home.

Capability detail under NDA. Substantive defense conversations move off email.

Request a briefing (GOI Agencies Only)

04 — Defense Technology

Design bureau, production lines, consulting, technology transfer & project management.

Engineering and program partnership for sovereign defense industrial customers.

In-house design bureau for defense subsystems and integrated systems
Production-line design and build for proven platforms
Engineering and program consulting to defense industrial customers
Technology transfer with licensed manufacturing partners for multiple weapons systems
Project management across multi-year defense programs — schedule, budget, vendor coordination, milestone reviews

Hardened by default — supply-chain integrity, signed builds, on-prem ops

// modes

Design bureau

Engineering teams designing internally for sovereign customers.

Production lines

Standing up manufacturing capacity for proven platforms.

Consulting

Engineering and program advisory for defense industrial customers.

Tech transfer

Licensed manufacturing of proven systems.

Project management

End-to-end program ownership across multi-year defense projects.

No public datasheets. Specifics under NDA, after first conversation.

Contact for inquiries

// security posture

Hardened by default.

Honest, specific, reviewable. The commitments below are what we actually deliver — nothing more, nothing less.

Air-gappable

No internet dependency

On-prem first

Your hardware, your weights

No telemetry

Nothing leaves your network

Signed builds

Reproducible artifacts

Auditable

Logged and reviewable

// contact

For inquiries & partnerships

Tell us what you’re looking to do. Substantive conversations move off email quickly.

Or reach us directly: +91 70756 44660 | procurement@stratumix.in

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Goes directly to procurement@stratumix.in. We respond within one business day.