AI Infrastructure Planning — Kuala Lumpur
Put a clear number on your AI infrastructure spend
pyrelaneslane gives engineering and planning teams structured templates, scenario toolkits, and bespoke model builds — so cost discussions stay grounded in real assumptions rather than rough estimates.
Planning tools for AI cost clarity
Three structured offerings, each designed around a different planning context — from individual contributors to cross-functional teams handling bespoke requirements.
Cost Model Template
A well-documented planning template that helps teams structure infrastructure cost assumptions for AI workloads, presented as an information tool. Includes the template, a usage guide, and example scenarios.
- Single-seat template licence
- Structured assumption panels
- Example AI workload scenarios
Scenario Toolkit
An interactive toolkit for building and comparing cost scenarios across different planning assumptions, designed to support internal discussions. Suited to teams preparing budgets and proposals.
- Up to ten user seats
- Saved scenarios with export
- Walkthrough guide included
Bespoke Model Build
A tailored cost-model build prepared around an organisation's stated planning questions, delivered as a structured information resource. Includes discovery, a built model, and a handover session.
- One-off bespoke deliverable
- Discovery + build + handover
- Custom to your planning questions
Why teams choose pyrelaneslane
Structured tools built specifically for the planning challenges that come with AI workloads — not repurposed general-purpose spreadsheets.
Layered horizon view
See near-term and longer-term cost bands side by side — no guessing which assumptions drive which figures.
Assumption-first design
Every figure traces back to a named assumption. Change one input and the model re-calculates across all linked cells.
Tidy scenario comparison
A dedicated comparison table lets teams place multiple scenarios side by side without building a custom view each time.
Export-ready outputs
Summaries and tables formatted to drop straight into budget proposals or stakeholder presentations without reformatting.
Team-scale collaboration
The Scenario Toolkit supports up to ten seats so finance, engineering, and operations can work from the same source of figures.
Documentation included
Every tool ships with a usage guide so new team members can get up to speed without waiting for a walkthrough session.
Ready to bring structure to your AI cost planning?
Whether you need a quick starting template or a fully custom model build, the right tool is a short conversation away.
Common questions
Answers to the questions planning and engineering teams typically ask before getting started.
What exactly does the Cost Model Template cover?
The template provides a structured framework for documenting and calculating AI infrastructure costs — covering compute, storage, networking, and operational overhead. It comes with pre-built assumption panels and three example scenarios so you can adapt it to your own workload profile without starting from scratch.
How is the Scenario Toolkit different from the template?
The template is designed for a single planner working through cost assumptions independently. The Scenario Toolkit adds multi-user access (up to ten seats), the ability to save and name multiple scenarios, a built-in comparison table, and export functionality — making it suited for teams preparing budget proposals or cross-functional planning sessions.
When would we need a Bespoke Model Build?
The bespoke option suits organisations with planning requirements that don't fit neatly into a general template — for example, unusual deployment architectures, specific vendor relationships, or internal cost-allocation methodologies that need to be reflected in the model. The process starts with a discovery call to understand your planning questions before any build work begins.
Is this financial advice or an investment tool?
No. pyrelaneslane's tools are information and planning resources. They help teams organise assumptions and produce cost estimates for internal discussion — they are not financial advice, investment recommendations, or audited forecasts. Teams should apply their own judgement and, where appropriate, consult qualified advisers for financial decisions.
What format are the tools delivered in?
Tools are delivered as structured spreadsheet files compatible with common office productivity suites. The Bespoke Model Build is handed over with a short walkthrough session so your team understands how each section works and how to update assumptions going forward.
How long does a Bespoke Model Build take?
Typically two to four weeks from the discovery session to final handover, depending on the scope and complexity of your planning questions. We'll agree a clear timeline after the initial discussion so you can plan your internal review cycle accordingly.
Do you work with organisations outside Kuala Lumpur?
Yes. While pyrelaneslane is based in Kuala Lumpur, our tools are delivered digitally and we work with teams across Malaysia and the broader region. Discovery and handover sessions are conducted online, making location no barrier to getting started.
Find Us
Jalan Kia Peng 33, 50450 Kuala Lumpur, Wilayah Persekutuan
Get in Touch
Send us a message and we'll follow up within one business day to discuss which tool fits your planning context.
Contact Details
Phone
+60 12-408 5271Address
Jalan Kia Peng 33, 50450 Kuala Lumpur, Wilayah PersekutuanWorking Hours
Monday – Friday: 9:00 AM – 6:00 PM (MYT)
Saturday: 10:00 AM – 1:00 PM