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BOOTINGJRV//SYSTEMS

/

JRV — ENGINEER. MOVE. BUILD.

/ get in touch

JRVSERVICES.AI@GMAIL.COM

/ origin

Built in Seremban.
Shipped worldwide.

We're a small studio in Negeri Sembilan, Malaysia — engineering software, fleet platforms, and AI agents for clients across Southeast Asia and beyond.

Seremban HQActive regions

SEA ROUTE ARCS

/ telemetry

UPTIME99.97%
CLIENTS12 ACTIVE
REGIONSMY · SG · ID · TH
FOUNDED2019

Web, AI, automation

+60 14 663 5913

WhatsApp →Call

Fleet, bookings, KLIA pickup

+60 12 656 5477

WhatsApp →Call

JRV CONSTRUCTION

Crane services, Negeri Sembilan

+60 11 1145 0971

WhatsApp →Call

/ headquarters

Dataran Centrio
51-1, Jln S2 B18
Seremban 2 · 70300
Negeri Sembilan, Malaysia

/ studio

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Last updated 2026-08-24

POWERED BY JRV SYSTEMS↗

© 2026 JRV GLOBAL SERVICES — SEREMBAN, MALAYSIA

05

JRV/Journal

JOURNAL · 05 · 2026

/ journal // notes from the bench

THE
JOURNAL.

Things we learned, things we shipped, things we got wrong. Updated when we have something worth saying.

NEW WRITING*BUILT IN PUBLIC*JRV//SYSTEMS*NEW WRITING*BUILT IN PUBLIC*JRV//SYSTEMS*

FILTER BY TOPIC

ALL Soro engineering AI frontend automation Motion SaaS 3D

AIautomation
Practical Prompt Engineering for Customer Support in SMBs
24 Aug 2026JRV EDITORIALREAD
AIengineering
Claude API Prompt Caching: A Guide to Lowering LLM Costs
16 Aug 2026JRV EDITORIALREAD
AIbusiness
Measuring AI ROI for a Malaysian SMB in 2026: A Practical Guide
14 Aug 2026JRV EDITORIALREAD

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