What Teams Say After Working with Vantsuro
Feedback from platform engineers, data centre managers, and IT leads across Malaysia who have completed one of our three engagements.
47+
Engagements completed
4.8
Average satisfaction (out of 5)
92%
Clients who returned for a second service
8
Years delivering in Malaysia
From the People Who Did the Work
These are from platform engineers, data centre leads, and IT managers — the people our work is designed for.
"The review session gave us a workable baseline for the first time. Before this, we had spreadsheets with guesses. After, we had a document we could actually show to the facilities manager and use in planning."
Farouk Ibrahim
Platform Engineer, Petaling Jaya
May 2025 · Energy Use Review
"I appreciated that they were upfront about what they could and couldn't measure with our current metering setup. We knew what was a solid number and what was an estimate. That honesty made it easier to present internally."
Lim Hui Shan
Data Centre Manager, Shah Alam
April 2025 · Energy Use Review
"The workshop checklist became a standing item in our monthly infrastructure review. It wasn't theoretical — it was built around what our team actually does and the workloads we run. Very different from reading a white paper."
Rajesh Nair
Infrastructure Lead, Cyberjaya
April 2025 · Efficiency Workshop
"We started the advisory engagement because we had three teams discussing compute energy in completely different ways. By the end of month two, we had a shared handbook and a process that each team could actually follow."
Amirul Kamarudin
Head of IT Operations, KL Sentral
March 2025 · Stewardship Advisory
"I was a bit sceptical at first — our cluster is relatively small and I wasn't sure if it warranted a formal review. It did. We found two scheduling patterns that were adding unnecessary draw, and they were easy to address once they were visible."
Nor Zainab Hassan
Systems Administrator, Subang Jaya
May 2025 · Efficiency Workshop
"What stood out was that they knew the difference between GPU power draw under training loads and inference loads, and they factored that into the session. You could tell this wasn't general IT consulting with an energy label on it."
Tan Kok Wei
Senior Platform Engineer, KLCC
April 2025 · Energy Use Review
Three Engagements in Detail
A closer look at how three teams worked through different stages of understanding their AI compute energy.
Establishing a Baseline Before a Cluster Expansion
Challenge
A Klang Valley tech company was planning to triple its GPU count over six months. Leadership wanted to understand the energy implications before signing a new colocation agreement — but had no reliable figures for their current draw.
What We Did
Ran an Energy Use Review using the team's hardware specs and partial utilisation logs. Built an estimated consumption profile, noted the key uncertainties, and identified three factors that would most affect the final figure.
Outcome
The team had a documented baseline and a clear list of what to measure going forward. They used the written summary in their colocation negotiations and felt they were working from real numbers rather than guesses.
"We walked into the negotiation with something concrete for the first time." — Infrastructure Lead, Petaling Jaya · April 2025
Adjusting Workload Scheduling on a Mixed-Use Cluster
Challenge
A platform team managing a cluster shared between research and production workloads suspected their scheduling was inefficient but couldn't quantify it. Energy costs were rising but utilisation figures looked normal.
What We Did
Delivered the Efficiency Practices Workshop using two sessions. In session one, we reviewed their workload mix and scheduling logic. Between sessions, the team collected additional utilisation data. Session two explored consolidation and scheduling adjustments.
Outcome
Three scheduling adjustments were identified and documented in the practices checklist. The follow-up note gave the team a record of the reasoning behind each change — useful when onboarding a new engineer two months later.
"The checklist is still in use six months later — it just became part of how we operate." — Platform Lead, Cyberjaya · March 2025
Building an Internal Energy Stewardship Process
Challenge
A growing technology organisation had AI compute spread across three departments, each reporting energy figures differently. There was no shared process, and leadership couldn't get a consistent picture of total footprint.
What We Did
Ran the three-month Stewardship Advisory. Month one established a shared baseline across all three clusters. Month two developed the monitoring process and documentation format. Month three finalised the stewardship handbook and handover.
Outcome
The organisation now has a handbook used by all three teams, a shared reporting format, and a quarterly review process that runs independently of Vantsuro. The engagement ended without creating ongoing dependency.
"The handbook is something we actually use. It doesn't sit on a shared drive gathering dust." — Head of IT, Kuala Lumpur · February 2025
Professional Background
Infrastructure Practitioners
Team background in GPU cluster deployment and data centre operations, not just advisory.
Malaysia-Based
Registered in Malaysia, operating from Technology Park Malaysia in Kuala Lumpur since 2017.
No Vendor Affiliations
No referral or reseller arrangements with hardware or cloud vendors. Independently owned and operated.
Confidentiality Commitment
Client data is held in confidence and used only for the agreed engagement — no aggregation or third-party sharing.
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