Most SA businesses that already have a chatbot are quietly disappointed with it. The typical complaint is the same: customers ask a question the bot was never scripted for, get stuck in a loop, and end up emailing you anyway. The bot added friction instead of removing it.
We build AI chatbots that actually answer questions. They use modern language models, are trained on your real business information, and hand over cleanly to humans when they hit their limits. This page explains what we build, for whom, and what it costs.
What we build
Web chat widget
Embedded on your site, matched to your branding. Loads async so it does not hurt page speed. Works without any CMS plugin.
WhatsApp bot
Full WhatsApp Business API integration with POPIA-compliant opt-in, broadcast campaigns, and conversation analytics.
Messenger & Instagram
Facebook Messenger and Instagram DM automation, synced to the same AI brain as your web and WhatsApp channels.
Helpdesk integration
Zendesk, Freshdesk, Intercom, HubSpot Service Hub, Zoho Desk — handover with full conversation context and proper ticket tagging.
Multilingual
English, Afrikaans, and defined-intent flows in Zulu and Xhosa. The bot detects language automatically and responds in kind.
Grounded answers
The AI only answers from your actual business documents, pricing, and policies. It will not fabricate a price or invent a return policy.
What makes these different from "just ChatGPT on your site"
Anyone can embed a generic chatbot. Three things actually matter for SA business use:
Grounding. Our bots are restricted to answering from your documents, pricing, FAQs, and policies — not from the whole internet. If your returns policy is 14 days, the bot says 14 days. Always. This is called Retrieval-Augmented Generation (RAG) and it is the difference between a chatbot that builds trust and one that makes your legal team nervous.
Handover. The bot knows what it does not know. When a customer asks something out of scope, or sounds frustrated, or is asking about something high-stakes (cancellations, refunds, complaints), the conversation transfers to a human with full context. Your agents see a clean summary, not a 40-message transcript.
Measurement. We set up tracking on day one so you can see volume, resolution rate, handover rate, and conversion. A chatbot that you cannot measure is a chatbot you cannot improve.
Who it's for
AI chatbots deliver clear ROI for SA businesses that share three traits:
- High enquiry volume. 30 or more customer enquiries per day across all channels. Under that, the payback is slower.
- Repetitive patterns. A significant fraction of those enquiries are variants of the same five to ten questions.
- Documented business information. Pricing, policies, and FAQs exist somewhere — a website, a wiki, a PDF, a Google Doc. If nothing is written down, we start there first.
Sectors where this typically applies: e-commerce and retail, insurance and brokerages, professional services, education (schools, universities, training providers), estate and rental agencies, tourism and hospitality, healthcare admin (bookings, not clinical advice), and B2B SaaS companies with SA customer bases.
What a typical SA deployment looks like
To give a sense of scope, here is a representative deployment for an SA mid-sized e-commerce retailer doing roughly R8m in annual online revenue. Figures below are illustrative of a typical project, not a specific named client.
Baseline: around 200 customer enquiries per day across web chat, WhatsApp, and email. Two support staff handling mostly tier-1 questions: order status, stock availability, return policy, delivery times, payment issues.
What we built: an AI chatbot grounded in the retailer's product catalog, returns policy, and delivery SLAs. Deployed on the website first, then extended to WhatsApp. Integrated with their Zendesk instance for handover. Conversation data stored in ZA-region infrastructure.
Representative results after six weeks:
- Tier-1 auto-resolution rate: around 65% (questions answered without human involvement)
- Handover rate: roughly 20% — properly tagged tickets with conversation summary
- Escalations for genuinely complex issues: around 15%, the same volume agents would have seen anyway
- Staff hours recovered: approximately 18 hours per week across the team
- Customer satisfaction (CSAT on resolved tickets): unchanged or slightly up — speed compensates for the AI-not-human factor
The R35,000 build paid back in roughly four months on staff time savings. Conversion uplift on abandoned-cart recovery conversations was additional upside.
What it costs
Implementation. R18,000 to R70,000 depending on channel count and integration complexity. A single-channel web chatbot with basic helpdesk handover starts at R18,000 to R25,000. Full multi-channel (web + WhatsApp + Messenger) with CRM and helpdesk integration typically lands R40,000 to R60,000.
Monthly running cost. R1,500 to R5,000 per month for most SMBs, split between language model API fees, WhatsApp conversation fees if applicable, and hosting. Scales with conversation volume but has a low floor.
No platform subscription. We do not charge a SaaS fee on top of the actual costs. If your volume drops, your bill drops.
POPIA and data handling
AI chatbots collect personal information by design, so POPIA is built in from the first deployment. Standard inclusions: explicit consent on first message, clear statement of purpose, data stored in ZA-region infrastructure you or a vetted processor controls, documented retention and deletion, and one-click user data export or delete.
If you use a chatbot platform whose hosting region you cannot name, you have a compliance problem. We name ours and document them in the service agreement.
How to start
A 30-minute call is the fastest way to know whether this fits. We review your current customer enquiries (volume, channels, common patterns), look at your existing tools, and tell you honestly whether an AI chatbot is the right first project or whether something else (WhatsApp-only automation, internal process automation) would deliver more value. Either way, you get a scoped proposal within a few days.
Email info@faautosolutions.com or use the contact form.