The task that annoys you most is not always the best task to automate first. A useful starting point is a repeated piece of work with a clear output, dependable inputs and a person who can check the result.
For a Singapore SME, that might mean preparing a quotation draft, assembling a shipment notice or bringing stock movements together for review. Start with one bounded step, rather than promising to automate an entire department.
Start with three real tasks
Ask the people doing the work to name three recurring tasks. Describe each as an input, an action and an output: “Take the approved price list and order details, then prepare a quotation draft for review.” “Improve admin” is too broad to test.
Before adding software, ask whether a shared template, clearer ownership or removing a duplicate approval would solve the problem. Automation is one possible change, not the starting assumption.
Assess each task with six checks
- 1. How often does it happen?
- Count actual occurrences over a representative working week. Note quieter periods, month-end peaks and exceptions. A frequent, consistent task offers more chances to test than an occasional unusual case.
- 2. How much time does it use?
- Record hands-on work, checking and corrections separately from waiting for someone else. Measure several examples. Frequency × active minutes gives a starting workload estimate, not promised savings.
- 3. Can you explain the rules?
- Write the normal steps and the exceptions. Could a colleague follow them and recognise a case that must stop? If the answer depends on unstated judgement, clarify the process before automating it.
- 4. Are the inputs good enough?
- Check whether the source is legible, current, complete and authorised for the intended tool. Missing carton weights, old prices and unclear product codes remain problems even when neatly copied into a table.
- 5. What happens if it is wrong?
- Consider a wrong price, recipient, quantity or dispatch instruction. Start with a reversible draft or checking step. High-consequence actions need stronger controls and may be unsuitable for an initial pilot.
- 6. Who reviews it, and when?
- Name the reviewer, what they compare against and what happens when information disagrees. Put approval before external sending, payment, stock release or another consequential action. Keep a usable manual fallback.
Do not add these checks into a score that hides a serious risk. A task can be frequent and still be a poor first candidate if the inputs are unreliable or nobody can verify the result.
Three illustrative starting points
The examples below are fictional workflow suggestions. They are not R2U customer results, product guarantees or measured savings.
Quotations: prepare the draft, retain approval
A wholesaler receives order requests in different formats. A narrow pilot could organise stated product, packing, quantity and price fields in a standard quotation draft. Missing units stay marked “to confirm”. A person checks the current authorised price, currency, tax and delivery terms before sending.
If the task happens 20 times a week and each observed example takes six active minutes, the starting workload is 120 minutes a week. That is illustrative arithmetic. It is not two hours saved: preparation, review, exceptions and maintenance still take time. See our guide to supplier quotation records for the details that must stay with a quote.
Document preparation: make uncertainty visible
An operations team repeatedly prepares receiving notices from shipment documents. A pilot could assemble a draft with a source reference for each important field. An unreadable quantity or missing destination is flagged, rather than guessed. The reviewer checks the original documents and latest operational updates before using the notice. Our shipment-notice guide explains that human checkpoint.
Stock coordination: assemble evidence before deciding
A colleague needs to answer what stock remains after a partial dispatch. A bounded starting point could bring receiving, dispatch and adjustment references into a reviewable summary. An unexplained difference goes to a named person. The summary does not itself authorise a release or prove what is physically in the cold room.
R2U's Singapore fruit importer operating case describes owner-confirmed use of receiving, stock balances, dispatch management and provider-cost/billing records. The importer is associated with R2U. This is first-party operating evidence, not an independent customer testimonial or proof of measured savings.
Choose a small pilot you can check
Prefer the task whose inputs, output and review you can describe clearly. Keep the first scope narrow: one document type, one team or one quotation template. Use fictional or appropriately authorised information for testing.
Write down what “good enough” means before starting. For example: required fields must be traceable to the source, missing details must be flagged and no draft may be sent without review. Test routine cases and awkward exceptions. Pause when a required check fails.
Compare the same work before and after the change, including review, corrections, waiting and maintenance. Count errors and cases returned for clarification as well as minutes. A tool that creates a faster draft but more rework may need a different scope. Keep it only if the measured benefit justifies the ongoing effort and cost.
A checklist to use with your team
Copy these prompts into an existing work note, or tick them here before printing. Ticks stay on this page only and are not submitted or saved.
Leave a box unticked if it is unresolved. That identifies the next piece of preparation, rather than a reason to buy another tool.
Discuss one repetitive workflow
Bring the task, how often it happens, the systems involved and where a person must approve the result. Start without confidential files, customer lists or passwords. R2U's AI workflow service explains the assessment, scope and next steps.
An initial suitability discussion is without obligation. Detailed discovery, any pilot and implementation are scoped and quoted separately; any discovery fee is explained before paid work.
Discuss one repetitive workflow with R2U ↗
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