Three Engagements, Each with a Clear Scope
Whether your team needs a one-time baseline review or a sustained advisory relationship, each service is priced clearly and delivers a defined written output.
How We Approach Every Engagement
Each service follows the same core process, scaled to its scope. The differences are in depth, duration, and the extent of ongoing involvement.
Scope Agreement
We confirm in writing what is included and what is outside scope before any work begins.
Data Gathering
We work with your team's existing data — hardware specs, utilisation logs, PUE figures, or whatever is available.
Session Delivery
Structured sessions are run at agreed times, in person (Klang Valley) or remotely, with preparation materials sent in advance.
Written Output
Every engagement ends with a written deliverable tailored to your cluster and team — not a generic template.
Energy Use Review
RM 580
A structured review designed to help a team understand the energy profile of its AI compute infrastructure. Figures are presented plainly, with clear notes explaining how each estimate was arrived at. We make no environmental claims on the team's behalf — we share information.
Suited to facilities leads and platform managers who are beginning to pay attention to compute energy costs and want a reliable baseline. The session is a working conversation, and the written summary is delivered within a few days of it.
What's Included
- One structured session (up to 3 hours)
- Energy snapshot: total estimated consumption and key contributors
- Explanation of estimation methods used
- List of factors to track going forward
- Written summary document (delivered within 3 working days)
Best Suited For
Teams managing a GPU cluster for the first time, or organisations wanting an independent picture of their current compute energy footprint before making infrastructure decisions.
Typical Process Steps
Share hardware specs and basic utilisation data before the session
Walk through figures together in the session; raise questions and test assumptions
Receive written summary with energy snapshot and tracking recommendations
Workshop Timeline
Session 1: Review workload data and current scheduling practices
One week gap: team collects requested data between sessions
Session 2: Explore practices, build checklist, agree follow-up note
Efficiency Practices Workshop
RM 1,440
A two-session workshop that explores practical, well-understood ways to run AI workloads with steadier energy use. Topics include scheduling, consolidation, and sensible utilisation strategies — grounded in your team's own data. Guidance stays vendor-neutral throughout.
Best for platform engineers who want to move from awareness to operational adjustment. The workshop is deliberately designed around your data, not a standard curriculum. Sessions are spaced a week apart to allow data collection between them.
What's Included
- Two workshop sessions (up to 3 hours each)
- Pre-session worksheets and data collection guides
- Practices checklist tailored to your workloads
- Follow-up note summarising agreed actions
- Vendor-neutral recommendations throughout
Best Suited For
Platform engineering teams that have some existing awareness of their energy use and want to explore operational adjustments to workload scheduling and cluster utilisation.
Energy Stewardship Advisory
RM 3,000 (3-month engagement)
A longer advisory engagement that helps an organisation build a steady, documented approach to monitoring and discussing compute energy across teams. We act as an independent advisor — helping you build internal processes and documentation, not building dependency on external support.
Designed for organisations with growing clusters where energy use is becoming a meaningful operational consideration. The engagement runs across three months with structured review points, producing a stewardship handbook your team can use independently afterwards.
What's Included
- Three-month engagement with monthly review sessions
- Stewardship handbook tailored to your organisation
- Review notes after each session
- Internal process documentation support
- Invoiced in monthly instalments (RM 1,000/month)
Best Suited For
Organisations with AI infrastructure that is expanding, where teams need to develop a shared, documented approach to discussing and managing energy use — rather than relying on ad-hoc conversations.
Three-Month Structure
Month 1: Baseline assessment, draft handbook structure, first review session
Month 2: Process development, handbook drafting, second review session
Month 3: Handbook finalisation, process handover, third review session
Which Service Fits Your Situation?
Use this as a guide — and feel free to reach out if you're unsure which makes sense for your team.
| Feature | Energy Use Review | Workshop | Advisory |
|---|---|---|---|
| Price (RM) | 580 | 1,440 | 3,000 |
| Duration | 1 session | 2 sessions | 3 months |
| Written deliverable | |||
| Uses your team's data | |||
| Practices checklist | |||
| Stewardship handbook | |||
| Monthly review sessions | |||
| Best for | First-time baseline | Operational adjustment | Growing organisation |
Shared Across All Services
Data Confidentiality
All infrastructure and operational data shared during an engagement is held in confidence and not disclosed to any third party.
Vendor Independence
We have no commercial arrangements with hardware, cloud, or software vendors. Guidance reflects your situation, not a sales relationship.
Scope in Writing
Before work starts, both parties agree in writing what is included. No scope expansions are charged without prior discussion.
Plain Language
Technical content is explained. Reports are written to be readable by both engineering and facilities staff without translation.
Estimation Transparency
Where figures are estimated rather than measured, we say so clearly and explain which method was used and what its limitations are.
Agreed Timelines Kept
Sessions happen at the agreed times. Written deliverables are sent on schedule. We communicate early if anything affects a milestone.
Prices in Malaysian Ringgit
All prices include preparation, delivery, and the written output. No add-on fees charged without prior agreement.
Energy Use Review
RM 580
One-time, invoiced on confirmation
- One session
- Energy snapshot document
- Tracking recommendations
Efficiency Workshop
RM 1,440
One-time, invoiced on confirmation
- Two sessions
- Practices checklist
- Follow-up note
Stewardship Advisory
RM 3,000
3 months — RM 1,000/month
- Three-month engagement
- Stewardship handbook
- Monthly review sessions
Not Sure Which Service Fits?
Describe your cluster and where your team is in understanding its energy use. We'll suggest the appropriate starting point — no pressure to commit.
Get in Touch