The verdict in three sentences
For an appliance maker in Toronto handling 35,000 after-sales requests a year, an AI assistant grounded in product manuals and ticket history costs 60,000 to 120,000 CAD in 2026, plus 1,200 to 3,000 CAD a month in API usage. Built well, it resolves 40 to 55% of requests without an agent and automatically opens a qualified ticket for the rest. ROI depends on the quality of your documentation and the integration with your service software, not on which language model you pick.
What the budget covers, line by line
A useful after-sales assistant is more than a chatbot reciting an FAQ. It must identify the product (model, serial number, purchase date), search manuals and troubleshooting sheets, walk the customer through a fix, then open a ticket with photos and a diagnosis when a technician is needed. Here is the 2026 order of magnitude for a project in Ontario.
| Item | Essential version | Full version | Comment |
|---|---|---|---|
| Scoping, analysis of 12 months of tickets | 6,000 CAD | 12,000 CAD | Finds the 50 reasons behind 80% of volume |
| Manual indexing (RAG), English and French | 14,000 CAD | 28,000 CAD | 200 to 600 product models |
| WhatsApp Business API, SMS and web widget | 10,000 CAD | 18,000 CAD | Excluding per-conversation Meta fees |
| Automatic ticket creation (CRM or field service tool) | 12,000 CAD | 26,000 CAD | Warranty, serial, photo fields |
| Agent handoff with summary | 6,000 CAD | 12,000 CAD | Agent picks up without re-asking |
| Testing, answer tuning, guardrails | 8,000 CAD | 16,000 CAD | 300 real customer questions |
| Team training and dashboard | 4,000 CAD | 8,000 CAD | Resolution rate, reasons, CSAT |
| Total project | 60,000 CAD | 120,000 CAD | 8 to 14 weeks |
Recurring costs stay moderate: 1,200 to 3,000 CAD a month in model API fees for 35,000 yearly requests, Meta conversation fees of roughly 0.02 to 0.10 CAD per conversation depending on category, and a maintenance retainer of 1,500 to 3,500 CAD a month to load manuals for new models.
How many requests the AI really absorbs
Sixty percent repetitive questions does not mean sixty percent automated resolution. Some simple questions still require a human step (warranty exchange, technician visit). The table below shows a realistic split seen in appliance after-sales operations.
| Contact reason | Share of volume | Target AI resolution | Assistant action |
|---|---|---|---|
| How-to, programs, settings | 22% | 85% | Answer from manual, video link |
| Error codes and simple troubleshooting | 18% | 65% | Step-by-step fix, photo requested |
| Status of an ongoing repair | 15% | 90% | Reads status from service software |
| Warranty, invoices, spare parts | 14% | 50% | Serial check, part quote |
| Fault requiring a technician | 21% | 10% | Qualified ticket, slot offered |
| Complaints and disputes | 10% | 0% | Immediate handoff to an agent |
| Weighted average | 100% | about 52% |
The key row is repair status: it can only be automated if the assistant reads live status data. Without a connection to the service software, the overall rate drops toward 35%.
Mini case study
Daniel, head of customer service at an appliance maker in Toronto, runs 14 agents for 35,000 requests a year. The fully loaded cost of an agent (salary, benefits, CPP and EI, workstation, supervision) is about 72,000 CAD a year. One agent handles roughly 2,500 requests a year.
With a 100,000 CAD assistant resolving 45% of requests, or 15,750 requests, Daniel frees the workload equivalent of 6 positions. He chooses not to backfill 3 natural departures and moves 3 agents to proactive retention calls. Direct saving: 3 x 72,000 = 216,000 CAD a year. Recurring costs: 2,200 CAD of API and 2,500 CAD of maintenance a month, or about 56,000 CAD a year. Net annual gain of about 160,000 CAD: the project pays back in under 8 months, before counting first response time dropping from 9 hours to under a minute.
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FAQ
Can the assistant handle English and French for Canadian customers?
Yes, 2026 models are fully bilingual. Budget 6,000 to 10,000 CAD to test and tune answers on 300 real messages in both languages, which also helps with Quebec customers under Bill 96.
What if the AI gives a wrong procedure?
The assistant only answers from indexed manuals and cites its source. Risky procedures (electrical, gas) are blocked and routed to a technician, keeping the error rate under 2% on our test sets.
Do we need to replace our service software?
Rarely. If your tool exposes an API or accepts structured email imports, integration costs 12,000 to 26,000 CAD. A closed system with no API adds 8,000 to 16,000 CAD for a bridge.
Is customer data compliant with PIPEDA?
Yes, provided hosting and subprocessors are documented, data stays in a Canadian or approved region, and phone numbers are pseudonymized in logs. Plan 1 to 2 weeks for the privacy impact assessment.
How long before we see results?
A pilot on 3 product families goes live in 6 to 8 weeks. The resolution rate typically climbs from 30% to over 45% during the first 3 months of tuning.
Let's scope your project. Send us your request volume, channels and service software, and we will price an assistant between 60,000 and 120,000 CAD with an 8-week pilot. 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.