The AI Support Automation Guide
A practical, vendor-honest playbook for deflecting repetitive tickets with a grounded AI chatbot — without the hallucinations, the six-month project, or the angry customers.
Everything you need to automate first-line support — properly
Most support-bot projects fail for the same reasons: the bot makes things up, nobody curates the knowledge, and the rollout drags for months. This guide walks through how to do it right with a grounded, RAG-based approach.
The 20% of your docs that answer 80% of questions — and how to find them.
Why grounding and a strict remit matter, and how source citations build trust.
The handful of metrics that actually prove your bot is paying for itself.
A pragmatic launch checklist — branding, embedding, and tuning after go-live.
The AI Support Automation Guide
A grounded approach to deflecting tickets without breaking trust.
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1. What to ingest first
Don't try to ingest everything on day one. Start with the documents that answer your most frequent tickets — your top FAQs, your refund and booking policies, your getting-started docs. With Concierge you can upload PDFs, point at URLs or crawl your whole domain, but a focused first pass gets you accurate answers faster.
2. Killing hallucinations
A bot that invents answers is worse than no bot. Grounded, retrieval-augmented generation answers only from retrieved passages of your content, under a strict remit, and cites the source. When the answer isn't in your docs, a good assistant declines politely instead of guessing.
3. Measuring deflection
Track containment (questions resolved without a human), the share of answers that carried a source, and the topics where the bot declined — those gaps tell you exactly what content to add next. Token and cost accounting keeps the economics honest.
4. Rolling out in days
Brand the widget to match your site, embed it with a single snippet, and watch the first conversations. Review them weekly, add the missing articles, and your deflection rate climbs. You don't need a six-month project — you need a tight loop of launch, review and refine.
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Book a walkthrough and we'll show you Concierge applying these principles to your own content.