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Complimentary, 30 minutes on your floor. I'll show you where paid time and paid material are not becoming sellable output, using your numbers. If the number is small, you've lost 30 minutes.
This is not an audit and not a fault-finding exercise. I am not there to assess your people.
🧕🏻 Rajuna Abdul Rahim — Capacity Recovery Advisor. 20 years on productivity improvement & frontline consulting in Malaysia & Indonesia.
It starts at 10 o'clock in the morning
It starts at 10 o'clock in the morning
Today's target is here. By lunchtime, actual output is here.
The line is already behind. Nobody has said so yet.
Sometimes the team finds out at the end of the shift. Sometimes it goes on the board tomorrow morning, when yesterday's number is written up.
By then those hours are gone. You can explain the loss. You cannot recover it.
But you already paid for those hours.
The wages were paid. The machine ran. The electricity was billed. The material was consumed.
So the output has to come from somewhere else. Saturday overtime. A rushed shipment. Another operator. Another machine.
That is the second payment — and it is the most expensive capacity you will ever buy, because you already owned the cheap version and threw it away this morning.
3 Places The Second Payment Comes From
3 Places The Second Payment Comes From
Does this sound familiar?
Does this sound familiar?
"We only find out we're behind when the shift report comes in."
A machine stops for 20 minutes. Production restarts and moves on. It is logged as minor, or not logged at all. It stops again next shift, and the shift after.
Nobody connects the pattern, because nobody is tracking it across shifts.
Each stoppage is absorbed and forgotten by the next morning. The loss doesn't disappear. It just becomes invisible.
"The PM schedule is there. It just keeps getting pushed because production needs the machine."
A preventive maintenance job is skipped this week. Skipped again the following week. 2 weeks later the machine fails and it goes into the report as unplanned downtime.
But the failure was decided the day the job was skipped. The machine was never going to hold.
"We're running the same material twice and still short on good output."
A new mould goes on and the test run starts. The supervisor is pulled away to another problem. The operator keeps running. Parameters drift, colour is off, edges are poor.
By the time someone checks, the shift's output is rejected. That material cannot be recovered — maybe reprocessed, using virgin material, electricity, chilled water and crusher time that could have been producing good output.
1 output. 2 payments.
In all 3, it is not a people problem. The cause is the shift.
When the same losses happen every shift, they stop feeling like losses.
Supervisors work around them.
Managers stop asking.
Nothing reaches the report, because it's just the way things are.
They are not just how things are. They are decisions, repeated daily, that leave recoverable output on the floor.
So, blame the system, not your people.
The Decision In Front of You
The Decision In Front of You
Costs are rising, and most of what is driving that is outside your control.
What happens inside your factory between 7 in the morning and 7 at night is not.
Right now you are probably weighing one of these:
Cut headcount
Buy a machine to add capacity
Hold on and wait for conditions to improve
All 3 assume the capacity you need is somewhere you don't have it yet.
Check the other possibility first. It is already inside your factory, it is being thrown away every shift, and you are buying it back at a premium.
Why Work With Us
Why Work With Us
Most improvement work is done to a factory. A consultant assesses your operation, writes findings, recommends a tool and installs it. When he leaves, the ability to see the problem leaves with him — which is why the boards stop being filled a few months later.
We do 3 things instead, and your team does all 3.
1. We show your people how to examine their own system.
The plans, schedules, reports, handovers and meetings that control the shift — laid out so your team can see, for the first time, how the work is actually being managed from one end to the other.
That is why this does not stop when we leave. We are not installing something your team has to maintain. We are teaching them to see the losses themselves — and once a supervisor can see it, he cannot unsee it.
2. We show your people how to observe their own line.
Not a report we hand you. Your supervisors, engineers and managers stand in front of the real work and learn to see what is actually happening — and to separate what they observed from what they assumed.
3. The improvement your management chooses is tested for 30 days on your own floor,
under normal production pressure, with on-site and virtual coaching while it is happening. If it cannot survive a busy week, it was never going to survive.
👉 We exist to help Perak manufacturers build what cannot be bought.
Signature Approach: Frontline Engineering™
Signature Approach: Frontline Engineering™
Our Frontline Engineering™ Equation:
Our Frontline Engineering™ Equation:
Results = Daily Control × Frontline Behaviors × Work Execution
Results = Daily Control × Frontline Behaviors × Work Execution
The 3 elements operate together.
Daily Control makes the variance visible while the shift can still be recovered.
Frontline Behaviors turn it into action, at each stage of the shift.
Work Execution protects the capacity the plan depends on.
The multiplication sign is deliberate. You need all three. Miss one, and the other two cannot save the shift.
Daily Control means someone checks that Plan vs Actual = Variance every few hours.
It runs at every level simultaneously:
Hourly at the production line
Daily at supervisor level
Weekly at management level
Monthly at leadership level.
We do not run leadership communication workshops. Frontline Behaviors are specific, observable moves a supervisor makes:
Before shift — Plan
Start of shift — Assign
During shift at intervals— Follow Up
Problem occurs — Solve
End of shift — Report
Preventive maintenance plans exist on paper in most factories. Few are followed on the day they are due. Work Execution means:
Preventive Maintenance that actually happen — not just get documented.
Defect Elimination
Planning & Scheduling
Who You Would Be Letting Onto Your Floor
Who You Would Be Letting Onto Your Floor
I get manufacturing companies more output from resources they already pay for — without adding new machines, new software or new people.
I started as a process planning engineer in an electronics factory. For 20 years, I worked on productivity and management-system implementations with 4 international consulting firms across Malaysia and Indonesia — thermoplastics, diapers, electronics, mobile devices, cement, coal power, ports and food manufacturing.
I have run more than 330 mini workshops. But the work has never really been in the training room. It has been on the floor, with supervisors, during the shift.
The results below are from projects I delivered as a productivity specialist and ACCESS trainer with IMPAC® and their international clients. I am naming that because you would ask, and you should.
Rajuna Abdul Rahim ·
Capacity Recovery Advisor · RR Productivity Solutions
Registered HRD Corp Training Provider (CoID: 202203004723)
I'm based in Ipoh, Perak so follow-up is a drive, not a video call.
See It In Your Own Numbers
See It In Your Own Numbers
2 diagnostic tools that put a number on what you currently cannot see:
Lost Opportunity Calculator — quantifies time-based leaks: changeover, handover, maintenance response.
Material Yield Calculator — quantifies material-based leaks: first-pass yield, rework loop cost, virgin material consumption, and how many additional days of production runway your current stock could support.
You do not have to accept anyone's estimate. The numbers are yours.
What this has looked like elsewhere:
60% → 90% productivity improvement — Thermoplastics · FMCG · Electronics · OEM
28.6% maintenance cost reduction — Thermoplastics · Cement · Coal Power Plant
18.5% material use improved, labour cost down 10.92% — Diapers · Electronics · Mobile Devices
Past results are project-specific and are not a guarantee of future results.
What the 30 minutes is, and is not
We walk one production area together. We look for signals that paid time, paid material or available machine capacity are not becoming sellable output. And we put a number on it using your figures, not an estimate.
It is not an audit.
It is not a fault-finding exercise.
It is not an assessment of your people.
Your production manager knows things about that floor I will not learn in half an hour.
We finish with a short debrief: what I saw, what may deserve a closer look, and what you could do next.
There is no commitment to continue. You keep the observations and the calculation.
On-site for Ipoh, Perak and nearby.
Virtual operational briefing for factories outside Perak.
Your machines are your money printers. Your material is your fuel.
Let's find out what's jamming them.
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