Reorder Recommendation — AI workflow for Malaysian SMEs
Reorder Recommendation turns stock, lead time and sales into reorder plan. AI writes the first draft. You check it before it goes out.
Ready-to-use prompts for Reorder Recommendation
Create prompt
Create prompt
Create a first-pass deliverable
Setup · same in all four
You are helping a small or medium Malaysian business in [industry]. Write in plain English. Use short sentences. If customers will read it in Bahasa Malaysia, add a natural BM version. Do not invent numbers, prices, laws or customer details. If something needs a human to check, say so.
Replace [industry] with yours — “F&B”, “construction”, “retail”.
The task
Here is what I need: reorder plan, built from stock, lead time and sales. The task is reorder recommendation. My context: retail, distribution, F&B, manufacturing and e-commerce businesses. Keep sections short, finish with one recommended action, and include a paste-ready version.
Replace “stock, lead time and sales” with your real data.
Analyse prompt
Analyse prompt
Analyse the input and identify the highest-impact insights
Setup · same in all four
You are helping a small or medium Malaysian business in [industry]. Write in plain English. Use short sentences. If customers will read it in Bahasa Malaysia, add a natural BM version. Do not invent numbers, prices, laws or customer details. If something needs a human to check, say so.
Replace [industry] with yours — “F&B”, “construction”, “retail”.
The task
Analyse reorder recommendation for me. Working from stock, lead time and sales, list the five findings that matter, ranked by impact. Tie each to a business consequence. Then build reorder plan. Sign off with three moves to push service level up.
Replace “stock, lead time and sales” with your real data.
Optimise prompt
Optimise prompt
Improve an existing version for better business results
Setup · same in all four
You are helping a small or medium Malaysian business in [industry]. Write in plain English. Use short sentences. If customers will read it in Bahasa Malaysia, add a natural BM version. Do not invent numbers, prices, laws or customer details. If something needs a human to check, say so.
Replace [industry] with yours — “F&B”, “construction”, “retail”.
The task
The task: make my reorder recommendation better. You get stock, lead time and sales and the version running today. Spot what is weak, what is unnecessary, and what is unclear. Rebuild it into a stronger reorder plan. For every change, state the issue, the fix, and the expected impact on service level.
Replace “stock, lead time and sales” with your real data.
Automate prompt
Automate prompt
Turn the task into a repeatable AI-assisted workflow
Setup · same in all four
You are helping a small or medium Malaysian business in [industry]. Write in plain English. Use short sentences. If customers will read it in Bahasa Malaysia, add a natural BM version. Do not invent numbers, prices, laws or customer details. If something needs a human to check, say so.
Replace [industry] with yours — “F&B”, “construction”, “retail”.
The task
Design a repeatable automation for reorder recommendation. Trigger: stock, lead time and sales. Required output: reorder plan. Systems on hand: POS, inventory system, e-commerce, accounting. Define the trigger, required fields, the AI instruction, decision rules, human approval points, fallback handling, what data to store, and how to track service level. Keep it simple enough for a small Malaysian team to maintain without a developer.
Replace “stock, lead time and sales” and the listed systems with what you actually run.
New here? How the four prompts work together
They are one sequence, not four options. Run them in order on the same piece of work, feeding each answer into the next.
Create
Paste your real data. You get a first draft. Most people never need to go further than this.
Analyse
Paste that draft back in. It tells you what is weak, missing or wrong before a customer sees it.
Optimise
Paste the draft again with what Analyse found. You get a stronger version.
Automate
Only once the output has been good five times running. This is the one people reach for too early.
Nothing forces you through all four. A good Create draft that you edit yourself is a finished job. The longer version.
Specification
- You give it
- Stock, lead time and sales
- You get back
- Reorder plan
- Moves
- Service level
- Run it
- Daily/Weekly
- Priority
- P1
- Works with
- POS, inventory system, e-commerce, accounting
- Tool guides
- Accounting software, POS systems
Is this for you?
- Pick it for
- Retail, distribution, F&B, manufacturing and e-commerce businesses. No setup needed. If you can copy and paste, you can run it.
- What you get
- Drafted in minutes, not built from scratch. It aims at cost control. Watch one number: service level.
- Reach for it when
- Most SMEs run it daily to weekly. If you are doing it by hand more often, automate it first.
How to run it
- 01Collect the input: stock, lead time and sales.
- 02Copy the Create prompt and paste it into ChatGPT, Claude or Gemini.
- 03Replace “stock, lead time and sales” in the prompt with your real data, then run it.
- 04Read the output against what you already know and correct anything the model guessed at.
- 05Track service level. Only wire up the Automate prompt after five useful runs in a row.
The tools you will need
The prompts run in any chat assistant — ChatGPT, Claude or Gemini. These are what you need around them to get the input in and the output somewhere useful.
- inventory system
- inFlow Inventory
- KatanaAimed at makers and light manufacturing.
- SortlyFree tier for a small catalogue.
- Zoho Inventory
- e-commerce
- Any tool you already use is fine.
- accounting
- AutoCountMalaysian, widely used for SST and e-Invoice.
- QuickBooks
- Xero
Check the rules yourself
This workflow touches rules set by someone else. Check the current requirements yourself before you act on the output.
- KPDN
- How you display a price, run a discount and word a promotion is regulated, and a claim about savings has to be true. AI writes persuasive promotional copy very easily — this is the body that decides whether it was misleading.
Links go to each authority’s own site. See all Malaysian authorities.
Data & privacy
If you paste customer or staff details into an AI tool, your business stays responsible for them under the PDPA. Replace names and numbers with initials or references first.
Using customer data with AI tools in Malaysia covers what to check with any provider before you paste.
For this website, it works differently.
Nothing you type here is sent to us or to an AI model. The prompts are static content, and the copy button works directly inside your browser.
Related workflows
- Slow-Moving Stock DetectionTurns SKU inventory and sales into slow-moving list.
- Stockout RiskTurns stock and sales velocity into reorder risk list.
- Dead Stock Action PlanTurns aged inventory into clearance/transfer/bundle plan.
- ABC Inventory ClassificationTurns SKU value and volume into ABC classification.
All inventory & stock management workflows: Inventory & Stock Management
Maintained by Naven Pillai