Problem & solution
The problem: The company sells a complex product and documentation lives across folders and wikis. New reps spend months learning the nuances, while senior reps waste time recalling specs. Deals fall apart because a manager can’t instantly counter objections with solid facts.
The solution: We built an AI Mentor (chatbot) loaded with every instruction, policy, and technical document. It doesn’t just “search text” — it behaves like an experienced head of sales: it analyzes the situation and recommends exactly how to convince a client in that specific context.
Say this:
“Mr. Ivanov, we handle the implementation complexity — there’s a ready-made integration module for your CRM. As for price, let’s walk through the ROI. Here’s how your peers paid the system off in three months…”
How it works
1. Expert Knowledge Base (RAG)
We vectorized hundreds of PDFs, technical sheets, and SOPs. The bot knows every bolt inside the product. Ask it “What is the max load for model X?” and you’ll get an instant, precise answer with a direct link to the source document.
2. Deal strategy generation
A manager can describe the situation (“Client hesitates, competitor offered a discount”) or upload a call transcript. The AI analyzes context and produces a step-by-step negotiation plan grounded in the company’s best practices.
3. Personalized coaching
The bot acts as a personal trainer. It can run role plays as a “difficult client” and let reps practice objection handling before a real call.
Tech stack
Implementation results
- 🧠 Single source of truth: Reps stopped pinging support and heads of sales with trivial questions. Answers appear in five seconds.
- ⚡ Higher win rates: Managers rely on strong, technically accurate arguments suggested by the AI.
- 📚 Faster onboarding: New hires start selling like seniors within two weeks with this mentor at their side.