Client experiences

What Clients Say

How Teams Use
Nymbus in Practice

Feedback from engineers, analysts, and technical leads who use Nymbus resources in their planning conversations.

Back to Home

120+

Organisations Served

4.7

Average Rating (out of 5)

96%

Subscriber Renewal Rate

3 yrs

In Operation

Client Feedback

What People Are Saying

"We spent months pulling together LLM serving figures from vendor documentation before someone on the team found Nymbus. The difference was immediate — not just the data itself, but the notes explaining what each figure actually means for deployment scenarios. We use the library every quarter now."

RH

Razif Hamdan

Infrastructure Lead · Kuala Lumpur

May 2025

"The Comparison Toolkit has become a standard part of our planning workflow. Before we had it, different team members would show up to planning sessions with different sets of figures from different sources. Now we all reference the same data and the same framing. It sounds like a small thing but it genuinely cuts meeting time."

CT

Chong Ting Wei

Senior ML Engineer · Petaling Jaya

May 2025

"We commissioned a Custom Insight Report when our team was preparing a briefing for our board on GPU provisioning options. The discovery call was useful in itself — having to articulate our questions clearly helped us think through what we actually needed to know. The report was well-organised and formatted in a way we could directly reference in our slides."

NA

Nadia Azri

Head of Technology · Shah Alam

April 2025

"I had a specific question about why two entries in the library showed different throughput figures for what looked like the same workload. I emailed Nymbus and got a detailed explanation the next morning. That kind of access to the team behind the data is something I have not found with any other resource."

KP

Krishnan Pillai

Data Platform Analyst · Cyberjaya

May 2025

"Good resource overall. The library covers the main workload categories we needed — inference throughput and batch processing latency. The PDF summaries are well-formatted. Only minor thing is that a couple of edge categories I was looking for are not yet covered, though the team mentioned they are being added in the next refresh cycle."

TL

Tan Li Ying

Systems Architect · Penang

April 2025

"We subscribe to the library as a team using the Comparison Toolkit. The side-by-side pane feature is genuinely useful when we are reviewing a set of hardware options in a planning session — you can keep two configurations visible at once without switching views. The export to PDF means we can include comparison sheets directly in our internal documentation."

AY

Ahmad Yazid

Engineering Manager · Selangor

May 2025

In Depth

How Teams Have Used Nymbus

Case Study — Financial Services Firm, Kuala Lumpur

Preparing a Board Briefing on AI Infrastructure Provisioning

Challenge

The team needed to present GPU provisioning options to a board that had limited technical background. Available compute figures were either vendor-sourced or presented without enough context to explain what they meant for the firm's specific use case — transaction scoring inference at low latency.

What They Used

The team commissioned a Custom Insight Report, starting with a discovery call to define their workload context. Nymbus produced a written resource organising relevant inference throughput and latency figures around the firm's specific questions, with each figure annotated and contextualised for a non-specialist audience.

Outcome

The board briefing was delivered using the report as a direct reference. The team reported that the walkthrough session — included with the report — helped them anticipate and answer questions that came up during the presentation. The provisioning decision was finalised within two weeks of the briefing.

"The report gave us something we could cite without having to caveat every number. That made a real difference when we were standing in front of the board." — Head of Technology

Case Study — Logistics Technology Company, Selangor

Standardising Compute References Across a Ten-Person Engineering Team

Challenge

Planning sessions were slowed by team members arriving with different benchmark figures from different sources. Comparing options was difficult because the underlying data was measured under different conditions. The team needed a shared reference point that everyone trusted.

What They Used

The Comparison Toolkit — shared access for all ten engineers. The team set up saved comparison sheets for the configurations they were most frequently evaluating, and used the PDF export to include figures in their sprint planning documents.

Outcome

Planning sessions became more efficient within the first quarter of use. The team reported spending significantly less time reconciling conflicting figures and more time on the planning question itself. They renewed the toolkit subscription at the quarterly review point.

"Getting everyone onto the same data source sounds trivial but it was genuinely one of the more impactful changes we made to our planning process this year." — Engineering Manager

Reach Us

Contact Nymbus

Address

Jalan SS2/24
47300 Petaling Jaya

Hours

Mon–Fri 9AM–6PM
Sat 10AM–2PM MYT

Credentials

Professional Recognition

PIKOM Associate Member

National ICT industry association in Malaysia.

MDEC Digital Transformation Partner

Listed resource provider under Malaysia's national digital economy programme.

PDPA-Compliant Operations

Subscriber data handling in line with Malaysia's Personal Data Protection Act 2010.

Want to Work with Nymbus?

Reach out and we will help you identify the right product for your current planning stage.

Get in Touch