Client testimonials
Client Experiences

What Engineers Say About the Reference

Feedback from engineering teams and technical decision-makers who use Corvane's resources as part of their hardware research process.

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User Feedback

From the Teams Using Corvane

AH
Ahmad Hazim bin Othman
Embedded Systems Lead · Petaling Jaya

"Our team used to rebuild comparison tables from scratch for every project review. The Reference Access library gives us a consistent starting point. The entry format is predictable — once you've read a few entries you know where everything is, which saves a lot of time when you're moving between different platforms."

Reference Access · May 2025
LC
Lee Chun Wei
Hardware Architect · Cyberjaya

"The Comparison Workbook is genuinely useful for team discussions. We used it to prepare for an internal review on inference accelerator options and it kept everyone aligned on what we were actually comparing. The saved comparison feature means you don't lose your work between sessions, which sounds basic but matters in practice."

Comparison Workbook · April 2025
SR
Siti Rahayu Mahmud
Technical Product Manager · KL

"The Custom Research Brief was a good fit for what we needed — we had specific questions about system-on-module options for a deployment context that isn't well covered in generic summaries. The discovery call was useful for scoping the brief properly, and the delivered document was well-organised and directly addressed what we asked about."

Custom Research Brief · March 2025
NT
Ng Tze Herng
IoT Infrastructure Engineer · Penang

"The lifecycle tags are something I didn't know I needed until I had them. We'd occasionally been evaluating platforms that were quietly approaching end-of-life without realising it. Corvane's entries flag that clearly, which has changed how we prioritise what we look at first. The quarterly refresh cycle means the tags stay current."

Reference Access · May 2025
FA
Farah Aina Zainudin
R&D Engineer · Shah Alam

"We're a small R&D team and don't have a dedicated hardware procurement researcher. The Reference Access subscription fills that gap reasonably well — the entry library covers the platforms we deal with, and when I have a question about a specific figure I can reach the team directly rather than going back to a vendor's sales contact."

Reference Access · April 2025
KR
Krishnaraj Pillai
Technical Lead · Subang Jaya

"Our team subscribed to the Comparison Workbook because we had a round of hardware evaluations coming up and wanted everyone working from the same information base. The format is sensible and the fact that it's not tied to any vendor gives us confidence that what we're reading isn't shaped by a commercial relationship."

Comparison Workbook · May 2025
Case Studies

How Teams Have Used the Resources

Three examples of how engineering and technical teams have incorporated Corvane's resources into their work.

Challenge

Distributed Team, Inconsistent Reference Materials

An IoT product team across three Malaysian cities was evaluating edge inference platforms. Each engineer was sourcing information independently, resulting in different figures for the same products across team documents. Reviews were slow and frequently required re-verification.

Resource Used

Comparison Workbook (8 Users)

The team subscribed to the Comparison Workbook. Each engineer worked from the same entry library and contributed saved comparisons to a shared workspace. The standardised entry format removed discrepancies in how figures were cited across documents.

Outcome

Review Process Streamlined

Subsequent hardware review meetings could reference the shared workspace rather than compiling information from multiple sources beforehand. The team reported that pre-meeting preparation time for hardware review sessions was reduced, and cross-team alignment on technical details improved noticeably. Timeline: 6 weeks from subscription to review cycle.

Challenge

Internal Briefing Preparation for Non-Technical Stakeholders

A manufacturing company's IT team needed to prepare a briefing document on edge AI hardware options for a board-level discussion. The technical team understood the landscape but lacked the time to compile and structure a neutral written summary addressing the specific questions the board had submitted.

Resource Used

Custom Research Brief

The IT team submitted their questions via a discovery call. Corvane produced a written brief addressing each question, covering the relevant hardware categories, their characteristics, and the context for the deployment scenarios under discussion. The brief was delivered in a format suitable for direct use in board materials.

Outcome

Brief Used Directly in Board Materials

The brief was incorporated into the board presentation with minimal editing. The IT team noted that having a structured, sourced document reduced the back-and-forth with stakeholders asking for clarification on figures and context. The engagement from enquiry to delivery took twelve working days. Client organisation: logistics sector, Selangor.

Challenge

New Engineer Onboarding in Hardware-Intensive Roles

A hardware consultancy in Kuala Lumpur brought on two new engineers with limited familiarity with edge AI inference hardware. The team needed a way to bring them up to speed on the hardware landscape without assigning senior engineers to extended onboarding sessions.

Resource Used

Reference Access (2 Seats)

Each new engineer was given a Reference Access subscription. The entry library served as the primary reading material for hardware orientation. The consistent entry format meant that working through a category of entries built a structured understanding of that category rather than a patchwork of vendor summaries.

Outcome

Onboarding Time Reduced

Both engineers were contributing to hardware evaluation discussions within their first month. The consultancy's technical lead noted that the reference library gave new team members a shared vocabulary and knowledge base faster than the previous approach of directing them to a mix of vendor documentation and general reading. Both engineers retained their subscriptions after onboarding.

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Credentials

Reference by the Numbers

340+
Hardware Entries
3 yrs
In Publication
4.7/5
Average User Rating
100%
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