GPU infrastructure planning blueprint

Plan Your AI Compute
Infrastructure with Clarity

Orryx works with IT and engineering leads to map capacity requirements, identify planning gaps, and sequence GPU infrastructure growth — without the noise of vendor sales cycles.

+60 4-263 8517 [email protected] George Town, Penang Vendor-Neutral Advisory

Three Structured Advisory Tracks

Each engagement is scoped, documented, and delivered with a clear output — so your team has something to act on.

Infrastructure Readiness Review
Track 01

Infrastructure Readiness Review

A structured advisory review of your existing compute environment — covering capacity assumptions, workload profiles, and planning gaps. Aimed at teams preparing to scale AI workloads.

  • Written assessment of current environment
  • Findings workshop with your IT leads
  • Prioritised action list
  • 2–3 week focused engagement
RM 520 per engagement
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Scaling Roadmap Consultation
Track 02 · Most Selected

Scaling Roadmap Consultation

A collaborative planning engagement helping teams map a phased path for growing their AI compute footprint — covering scenario modelling, sequencing, and operational considerations.

  • Scenario modelling and sequencing
  • Documented scaling roadmap
  • Stakeholder briefing session
  • 4–6 week advisory project
RM 2,200 per engagement
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Embedded Planning Partner
Track 03

Embedded Planning Partner

An ongoing advisory arrangement where our team acts as a planning partner across a longer initiative — supporting layout decisions, capacity sequencing, and operational readiness in a vendor-neutral way.

  • Recurring planning sessions
  • Ongoing documentation support
  • Decision support across build phases
  • Quarterly retained engagement
RM 4,500 per quarter
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What Sets Our Advisory Apart

We are not a hardware vendor or a software reseller. Our only product is structured thinking applied to your infrastructure planning challenges.

Vendor-Neutral Stance

Our advice is not shaped by supplier relationships. You receive an unbiased operational picture regardless of which hardware or platform you are considering.

Blueprint-Level Documentation

Every engagement ends with written outputs your team can reference. No slide decks that gather dust — actionable spec sheets and prioritised findings.

Phased Planning Focus

We help teams sequence infrastructure decisions in manageable stages, aligning capital expenditure with actual workload growth rather than speculative forecasts.

Works Alongside Your Team

Our advisors join your planning process rather than replacing it. We bring structure to decisions your engineers are already working through.

Defined Scope, Clear Outputs

Each engagement has a fixed scope and a concrete deliverable. You know what you are getting before work begins — no open-ended retainers with vague outcomes.

Malaysia Market Context

Based in Penang with direct understanding of local procurement timelines, data centre availability, and the operational realities facing Malaysian engineering teams.

Ready to Map Your Infrastructure Path?

Share your planning context with us and we will outline which engagement track fits best for your organisation's current stage.

+60 4-263 8517 [email protected]

Frequently Asked Questions

What does GPU infrastructure planning advisory actually cover?
Our advisory covers the operational and planning side of scaling AI compute: reviewing your current capacity assumptions, mapping workload profiles, identifying sequencing options for growth, and producing written outputs your team can use. We do not sell hardware or software — we help you think through the planning decisions before you commit capital.
Which engagement track should we start with?
If you are at an early stage — unsure of your current gaps or how to frame the problem — the Infrastructure Readiness Review is the right entry point. It gives you a clear picture before committing to a longer engagement. If your team already has a broad direction but needs a structured path forward, the Scaling Roadmap Consultation builds on that foundation. The Embedded Planning Partner arrangement suits organisations already running a multi-phase programme who want ongoing advisory access.
How long does each engagement take?
The Infrastructure Readiness Review runs over two to three weeks. The Scaling Roadmap Consultation spans four to six weeks. The Embedded Planning Partner is a quarterly retained arrangement, renewed based on project needs. All timelines assume reasonable availability from your side for workshops and review sessions.
What do we receive at the end of an engagement?
Each engagement includes a written output: a findings document and prioritised action list for the Readiness Review; a documented roadmap and stakeholder briefing for the Scaling Roadmap; and ongoing planning documentation plus session notes for the Embedded Partner arrangement. These are documents your team retains and can use in internal conversations or procurement decisions.
Is Orryx affiliated with any GPU or data centre vendors?
No. Orryx operates as an independent advisory practice. We hold no referral arrangements, reseller agreements, or commercial partnerships with hardware manufacturers, cloud providers, or data centre operators. This keeps our planning outputs objective and focused on your organisation's needs.
How is sensitive operational data handled?
Any capacity figures, workload data, or internal documents shared with us during an engagement are treated as confidential. We work under a standard confidentiality agreement and do not share client-specific information with third parties. Details are covered in our engagement terms, available on request.

Find Us in George Town

Lebuh Light 22, 10200 George Town, Pulau Pinang, Malaysia

Start a Conversation

Tell us about your infrastructure planning context and we will outline the best way forward.

Contact Details

Address
Lebuh Light 22
10200 George Town
Pulau Pinang, Malaysia
Office Hours
Monday–Friday: 9:00 AM – 6:00 PM
Saturday: 9:00 AM – 1:00 PM
Sunday & Public Holidays: Closed

What to Expect

  • We respond within one business day
  • Initial call to understand your context
  • Engagement scope proposal within 3 days

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