// 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.

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.
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.
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

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