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14:["$","li","Can the rules be written down? If a competent new employee could follow written instructions and produce the same output, it is automatable. If it requires judgement that the person cannot articulate, it is not — at least not entirely.",{"className":"flex items-start gap-4","children":[["$","span",null,{"className":"label-mono mt-1 shrink-0 text-signal","children":"02"}],["$","span",null,{"className":"text-[1.0625rem] leading-[1.7] text-steel","children":"Can the rules be written down? If a competent new employee could follow written instructions and produce the same output, it is automatable. If it requires judgement that the person cannot articulate, it is not — at least not entirely."}]]}]
15:["$","li","What does an error cost? A wrong figure in an internal report is a nuisance. A wrong figure sent to a customer or into an accounting system is a real cost, and that changes how much validation the automation deserves.",{"className":"flex items-start gap-4","children":[["$","span",null,{"className":"label-mono mt-1 shrink-0 text-signal","children":"03"}],["$","span",null,{"className":"text-[1.0625rem] leading-[1.7] text-steel","children":"What does an error cost? A wrong figure in an internal report is a nuisance. A wrong figure sent to a customer or into an accounting system is a real cost, and that changes how much validation the automation deserves."}]]}]
16:["$","li","How stable is it? A process that changes every quarter needs its rules held as configuration rather than code. A process that has run the same way for three years can be built more simply.",{"className":"flex items-start gap-4","children":[["$","span",null,{"className":"label-mono mt-1 shrink-0 text-signal","children":"04"}],["$","span",null,{"className":"text-[1.0625rem] leading-[1.7] text-steel","children":"How stable is it? A process that changes every quarter needs its rules held as configuration rather than code. A process that has run the same way for three years can be built more simply."}]]}]
17:["$","aside","9",{"className":"border-l-2 border-signal/40 bg-signal/5 px-6 py-5","children":[["$","p",null,{"className":"label-mono text-signal","children":"A quick estimate you can do this week"}],["$","p",null,{"className":"mt-3 text-[1.0625rem] leading-[1.7] text-silver","children":"Ask three people to note, for one week, every task they repeat more than twice and the minutes each takes. You are not looking for the most annoying task. You are looking for the one with the highest frequency multiplied by duration, and the clearest rules. That is almost always the right first project."}]]}]
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19:["$","p","11",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"Across manufacturing, distribution, retail and services, the same handful of processes come up repeatedly. They are ordinary, and that is the point."}]
1a:["$","ul","12",{"className":"space-y-2.5","children":[["$","li","Daily and month-end reporting assembled from several systems",{"className":"flex items-start gap-3.5","children":[["$","span",null,{"aria-hidden":true,"className":"mt-2.5 size-1 shrink-0 bg-signal"}],["$","span",null,{"className":"text-[1.0625rem] leading-[1.7] text-steel","children":"Daily and month-end reporting assembled from several systems"}]]}],["$","li","Supplier or customer files that arrive by email or SFTP and need importing",{"className":"flex items-start gap-3.5","children":[["$","span",null,{"aria-hidden":true,"className":"mt-2.5 size-1 shrink-0 bg-signal"}],["$","span",null,{"className":"text-[1.0625rem] leading-[1.7] text-steel","children":"Supplier or customer files that arrive by email or SFTP and need importing"}]]}],["$","li","Invoice, delivery order and quotation generation as PDFs",{"className":"flex items-start gap-3.5","children":[["$","span",null,{"aria-hidden":true,"className":"mt-2.5 size-1 shrink-0 bg-signal"}],["$","span",null,{"className":"text-[1.0625rem] leading-[1.7] text-steel","children":"Invoice, delivery order and quotation generation as PDFs"}]]}],["$","li","Reminder and notification emails that currently depend on someone remembering",{"className":"flex items-start gap-3.5","children":[["$","span",null,{"aria-hidden":true,"className":"mt-2.5 size-1 shrink-0 bg-signal"}],["$","span",null,{"className":"text-[1.0625rem] leading-[1.7] text-steel","children":"Reminder and notification emails that currently depend on someone remembering"}]]}],["$","li","Reconciliation between two systems — stock against count, statement against ledger",{"className":"flex items-start gap-3.5","children":[["$","span",null,{"aria-hidden":true,"className":"mt-2.5 size-1 shrink-0 bg-signal"}],["$","span",null,{"className":"text-[1.0625rem] leading-[1.7] text-steel","children":"Reconciliation between two systems — stock against count, statement against ledger"}]]}],["$","li","Recurring exports that a customer, marketplace or auditor requires in a fixed format",{"className":"flex items-start gap-3.5","children":[["$","span",null,{"aria-hidden":true,"className":"mt-2.5 size-1 shrink-0 bg-signal"}],["$","span",null,{"className":"text-[1.0625rem] leading-[1.7] text-steel","children":"Recurring exports that a customer, marketplace or auditor requires in a fixed format"}]]}],["$","li","Data entry that duplicates information already held in another system",{"className":"flex items-start gap-3.5","children":[["$","span",null,{"aria-hidden":true,"className":"mt-2.5 size-1 shrink-0 bg-signal"}],["$","span",null,{"className":"text-[1.0625rem] leading-[1.7] text-steel","children":"Data entry that duplicates information already held in another system"}]]}]]}]
1b:["$","h2","13",{"id":"what-automation-costs-honestly","className":"scroll-mt-28 pt-8 text-2xl sm:text-3xl","children":"What automation costs, honestly"}]
1c:["$","p","14",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"Automation projects have three cost components, and only the first is usually discussed."}]
1d:["$","p","15",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"Development is the obvious one. A single well-defined routine is typically a matter of days to a few weeks, depending on how many systems it has to reach into and how messy the input data is. In our experience the input data is the variable that matters most — the logic is rarely the hard part."}]
1e:["$","p","16",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"Running cost is small but real: somewhere for the job to run, and monitoring so that failures are noticed. This is often overlooked, and it is the reason some automations quietly stop working and nobody realises for a month."}]
1f:["$","p","17",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"Maintenance is the component people forget. Systems change, a supplier alters a file format, a tax rate changes. Budgeting a small amount of ongoing attention is the difference between an automation that lasts five years and one that becomes a liability in eighteen months."}]
20:["$","h2","18",{"id":"the-mistakes-that-make-automation-fail","className":"scroll-mt-28 pt-8 text-2xl sm:text-3xl","children":"The mistakes that make automation fail"}]
21:["$","p","19",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"Automating a bad process. If a step exists only because the current software cannot do something, automating it makes the workaround permanent. Map the process first and delete what should not exist before building anything."}]
22:["$","p","20",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"Ignoring the exceptions. Every process has them: the customer who needs a different format, the month where the cut-off moves. Staff handle these without thinking and rarely mention them. An automation that has not been told about the exceptions will process them incorrectly and confidently."}]
23:["$","p","21",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"Failing silently. An automation that stops running without telling anyone is worse than no automation, because people have stopped checking. Logging and alerting are not optional extras."}]
24:["$","p","22",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"Starting with the hardest process. The first project should be one where success is unambiguous, because it sets the appetite for everything after it."}]
25:["$","h2","23",{"id":"does-automation-reduce-headcount","className":"scroll-mt-28 pt-8 text-2xl sm:text-3xl","children":"Does automation reduce headcount?"}]
26:["$","p","24",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"It is a fair question and it deserves a straight answer. In small and mid-sized companies, what we usually see is not redundancy but reallocation. The tasks worth automating are the ones your capable people resent, and the recovered capacity gets absorbed almost immediately by work that was being neglected — chasing overdue accounts, checking supplier pricing, actually answering customers."}]
27:["$","p","25",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"The more durable benefit is structural: growth stops requiring proportional administrative headcount. A business that can take 40% more orders without adding admin staff has changed its economics, not just its workload."}]
28:["$","h2","26",{"id":"a-sensible-first-project","className":"scroll-mt-28 pt-8 text-2xl sm:text-3xl","children":"A sensible first project"}]
29:["$","p","27",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"Pick one recurring routine with clear rules, ideally one that already produces a file or a report. Have the existing rules written down, exceptions included. Build the automation to run alongside the manual process for a fortnight and compare the outputs. When they agree, retire the manual version."}]
2a:["$","p","28",{"className":"text-[1.0625rem] leading-[1.75] text-steel","children":"That sequence matters more than the technology. It gives you a verifiable result, it surfaces the exceptions safely, and it produces the internal confidence needed to do the next one."}]
2b:["$","blockquote","29",{"className":"border-l-2 border-edge-bright py-2 pl-6","children":["$","p",null,{"className":"font-display text-xl leading-snug tracking-tight text-chrome sm:text-2xl","children":"If your team repeats it every day, there is probably a way to automate it. The question is not whether it can be done — it is which one is worth doing first."}]}]
2c:["$","aside",null,{"className":"order-first lg:order-last","children":["$","nav",null,{"aria-labelledby":"toc-heading","className":"lg:sticky lg:top-28 border-l border-edge pl-5","children":[["$","p",null,{"id":"toc-heading","className":"label-mono text-slate","children":"On this page"}],["$","ol",null,{"className":"mt-4 space-y-2.5","children":[["$","li","What automation actually looks like in practice",{"children":["$","a",null,{"href":"#what-automation-actually-looks-like-in-practice","className":"text-sm leading-snug text-steel transition-colors hover:text-signal","children":"What automation actually looks like in practice"}]}],["$","li","How to tell whether a process is worth automating",{"children":["$","a",null,{"href":"#how-to-tell-whether-a-process-is-worth-automating","className":"text-sm leading-snug text-steel transition-colors hover:text-signal","children":"How to tell whether a process is worth automating"}]}],["$","li","The processes Malaysian SMEs automate first",{"children":["$","a",null,{"href":"#the-processes-malaysian-smes-automate-first","className":"text-sm leading-snug text-steel transition-colors hover:text-signal","children":"The processes Malaysian SMEs automate first"}]}],["$","li","What automation costs, honestly",{"children":["$","a",null,{"href":"#what-automation-costs-honestly","className":"text-sm leading-snug text-steel transition-colors hover:text-signal","children":"What automation costs, honestly"}]}],["$","li","The mistakes that make automation fail",{"children":["$","a",null,{"href":"#the-mistakes-that-make-automation-fail","className":"text-sm leading-snug text-steel transition-colors hover:text-signal","children":"The mistakes that make automation fail"}]}],["$","li","Does automation reduce headcount?",{"children":["$","a",null,{"href":"#does-automation-reduce-headcount","className":"text-sm leading-snug text-steel transition-colors hover:text-signal","children":"Does automation reduce headcount?"}]}],["$","li","A sensible first project",{"children":["$","a",null,{"href":"#a-sensible-first-project","className":"text-sm leading-snug text-steel transition-colors hover:text-signal","children":"A sensible first project"}]}]]}]]}]}]
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