JK Concepts: Energy Monitoring for Retail Display Manufacturing

About JK Concepts

JK Concepts manufactures the display furniture and shelving that major brands use to present their products in stores. The work is precise and made-to-order: cutting, edging, finishing, and assembly runs that change with every client specification. That mix is what makes energy hard to reason about. A job that looks similar on paper can pull very different power depending on the materials, the run length, and which machines are loaded at once.

Like most Malaysian manufacturers, JK Concepts pays a TNB bill shaped by both consumption (kWh) and maximum demand. Both are easy to absorb as a fixed cost of doing business and hard to act on when the only signal arrives once a month, after the fact.

The challenge: a monthly bill with no breakdown

Production energy arrived as a single lump sum. There was no view of which equipment drove consumption, no way to separate a heavy finishing shift from a light one, and no easy way to tie energy back to output. When the bill moved, nobody could say why.

That blind spot has real cost in a job shop. Idle compressors and dust extraction left running between batches, machines warming up long before the line is ready, and demand peaks that stack avoidable maximum demand charges onto the bill: none of it shows up until the invoice does. You cannot reduce what you cannot see at equipment level, and you certainly cannot defend an EECA or ISO 50001 conversation with one number per month.

The solution: equipment-level visibility with CobiNeural

CobiNeural provides real-time, equipment-level energy monitoring across the workshop, turning a single bill into a continuous picture of how the plant actually uses power. It deploys as a standalone layer or as an intelligent overlay on existing metering and controls, so the shop floor keeps running while the data starts flowing.

The modules that map directly to JK Concepts' situation:

- Insights to Energy is the core. Consumption, power factor, EUI, and the Max Demand KPI are tracked at location and equipment level, so the team can see which machines and which shifts move the meter, and where demand peaks form across the day.
- Insights to Equipment brings sub-metering down to individual machines and motors, the resolution a job shop needs to connect a specific process to its energy footprint rather than averaging everything into a workshop total.
- Alerts turns that data into action. Anomalies and unexpected draw can trigger WhatsApp or email notifications, so a compressor left running overnight is caught the next morning, not the next month.

Where the data points to clear, repeatable savings, Actions and automation can take the next step: scheduling and control that trim standby load and shave demand peaks instead of relying on someone remembering to switch things off. The monitoring comes first, because automation is only as good as the measurement behind it.

The result: energy you can see as it is used

JK Concepts can now see its energy as it is used, at the equipment and shift level, rather than reading a bill after the fact. That visibility is the starting point for everything that follows: cutting standby waste, flattening demand peaks, tying consumption to output, and managing cost as production scales. It also gives the team the audit-ready data foundation that EECA reporting and ISO 50001 workflows depend on.

For a made-to-order manufacturer, that shift from guessing to measuring is the whole point. The bill stops being a surprise and becomes something the operations team can manage.

See how other Malaysian manufacturers are working from the same playbook on our case studies page. If energy on your floor is still a once-a-month lump sum, talk to us about your facility and we will show you what equipment-level visibility looks like for your operation.