The verdict in three sentences
A Toronto wholesaler automated its quote-order-delivery chain with a custom app at EUR 62,000, generating about EUR 95,000 in annual gains. Order processing fell from 45 to 6 minutes, invoicing errors from 6% to 0.4%, and capacity rose 40% with no new hires. Payback is reached in 8 months, with KPIs tracked over 12 months to confirm the trajectory.
Before / after: the process figures
Automation is judged not on impressions but on metrics measured before and after go-live.
| Metric | Before (manual) | After (automated) | Gain |
|---|---|---|---|
| Order processing time | 45 min | 6 min | -87% |
| Number of re-entries | 3 | 0 | -100% |
| Invoicing error rate | 6% | 0.4% | -93% |
| Orders processed / day / agent | 22 | 78 | +255% |
| Overall capacity without hiring | base | +40% | +40% |
| Quote → order lead time | 2 days | 3 hours | -94% |
The 3 eliminated re-entries (quote, purchase order, invoice) are the main source of gains: less time, fewer errors, fewer customer disputes.
The ROI calculation in detail
The investment is read against concrete annual gains to validate the decision.
| Line item | Amount (EUR) |
|---|---|
| Process mapping + specs | 8,000 |
| Custom application development | 42,000 |
| Integrations (ERP, carrier, email) | 9,000 |
| UAT + team training | 3,000 |
| Total investment | 62,000 |
| Agent time saved (2.5 FTE partly freed) | ~58,000 / yr |
| Reduced errors and disputes | ~22,000 / yr |
| Extra capacity without hiring | ~15,000 / yr |
| Annual gains | ~95,000 / yr |
With EUR 95,000 in gains for EUR 62,000 invested, payback drops to about 8 months, after which the gains become a recurring net margin in the following years.
Mini case study
Thomas, operations director of a supplies wholesaler in Toronto (34 staff). Before, 3 agents manually keyed each order into three different tools, at 45 minutes and 6% errors per order. The custom app (EUR 62,000) unified quote, order and delivery into one flow, with automatic invoice generation and carrier tracking. Result: EUR 95,000 in annual gains, a 40% capacity increase that absorbs growth without hiring, and payback in 8 months. Over 3 years, cumulative net gain exceeds EUR 220,000.
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FAQ
What generates the most gains in automation?
Eliminating re-entries: here 3 removed entries cut processing from 45 to 6 minutes. That is often 60 to 80% of the total gain.
Should we automate everything or keep some manual steps?
Automate the high-volume repetitive work and keep manual handling for exceptions. Here, 92% of orders are automated, with the 8% atypical ones still handled by hand.
How long before we see ROI?
In this case, 8 months. The usual range for a well-targeted process automation runs from 6 to 14 months depending on volume and the cost of avoided errors.
How do we measure that it really works?
With KPIs defined before the project and tracked over 12 months: processing time, error rate, volume per agent. Here, all improved from month 2.
What budget for a similar project?
Expect EUR 45,000 to 80,000 depending on the number of automated steps and integrations (ERP, carrier, accounting). Development is about two thirds of the total.
Let's scope your project. Share the process to automate, its monthly volume and your current tools: we will map it and quantify the expected ROI. Detailed quote within 48 h. WhatsApp +221 77 596 93 33.
Mohamed Bah
Fondateur, Kolonell
Passionate about digital and entrepreneurship in Africa, Mohamed has been helping Sénégalese businesses with their digital transformation since 2020. Founder of Kolonell, he believes every SME deserves a professional and accessible online présence.

