See what's coming next.
Stop guessing how much stock to order. Plan staffing and cashflow with a real forecast based on your own sales history.
Deliverables
- Sales forecast for the next 30 to 90 days, by item or category
- Confidence ranges (best case, expected, worst case)
- Seasonal patterns surfaced from your data (weekend spikes, payday boosts, festive lifts)
- Stock and cashflow planning notes you can act on
- Walkthrough call to explain what to do with the numbers
- 7 days bug-fix support
Process
Send your history
At least 3 months of past sales, 6 or more months ideal, plus the items or categories you want forecasted.
I build the forecast
Whichever model fits your data best (Prophet, ARIMA, or a tuned XGBoost). Confidence ranges, not false precision.
Walkthrough and handover
A call to explain what the numbers mean for stock and cashflow, then 7 days of bug-fix support.
Indicative ranges
Final price scoped from your written brief. Flat RM50 secures your slot, balance on handover.
- From
- RM200
- Turnaround
- 5 to 10 days
- Monthly retainer
- fr. RM400 / mo
Common questions
How accurate is the forecast?
Depends how stable your sales are. For most F&B and e-commerce SMEs, forecasts land within 10 to 20 percent of actual. I always share confidence ranges so you know how much to trust each number.
Will it predict Raya or year-end spikes?
Yes, if those events show up in your history. 12 months of data gives the best festive-period forecasts.
Send the brief. WhatsApp reply within the day.