Build Blog · Northern Malaysia

Real case studies from the businesses we build for.

How Kedah, Perak and Malaysian SMEs are solving real problems with AI, custom software, automation, websites and chatbots — priced like a hire, not a project.

Latest from the field

Fresh case studies from the build arm.

3 new posts every week. Each one is a specific business, a specific problem, a specific build, and the numbers after 4 months.

Case study: how a Sungai Petani electrical goods retailer cut stocktake from 2 days to 4 hours with a simple automation
Case study
Kedah·Automation·5 min

Case study: how a Sungai Petani electrical goods retailer cut stocktake from 2 days to 4 hours with a simple automation

A 3-branch Sungai Petani electrical goods retailer was spending 6 days a month on stocktake. We didn't sell them an ERP — we wired their barcode scanner to their POS and built a reconciliation script. Here's what it did.

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Case study: how a 3-outlet Ipoh kopitiam chain cut reservation no-shows by 40% with a thin AI front-desk
Case study
Ipoh·AI Agency·5 min

Case study: how a 3-outlet Ipoh kopitiam chain cut reservation no-shows by 40% with a thin AI front-desk

A 3-outlet Ipoh F&B group was losing covers to no-shows and running the front-of-house across WhatsApp, phone and counter. We built them a thin AI agent. Here's what it did in 14 weeks, and what an Ipoh F&B group would pay.

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Case study: how a Langkawi beach resort handled 2x booking volume with an AI WhatsApp concierge
Case study
Kedah·AI Chatbot·5 min

Case study: how a Langkawi beach resort handled 2x booking volume with an AI WhatsApp concierge

A 32-room Langkawi resort was missing half their WhatsApp enquiries during peak season. We didn't replace their staff — we built them an AI concierge that handles 80% of messages and books 24/7. Here's what it did in 8 weeks.

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Case study: how a 200-person Perak food manufacturer cut unscheduled stops by 62% with a thin AI maintenance schedule
Case study
Perak·AI Agency·5 min

Case study: how a 200-person Perak food manufacturer cut unscheduled stops by 62% with a thin AI maintenance schedule

A Taiping-based food processor was losing 3-4 production days a month to unscheduled stops. We didn't sell them predictive maintenance — we built them a smarter schedule. Here's what it cost and what it did in 4 months.

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See the services behind the case studies

Which of these fits your business?

The case studies above show what each of our 5 services actually does in production. Pick the one closest to your bottleneck — that's the starting point.