Service Overview
Modern digital consumers expect immediate answers. A delay of 15 minutes in replying to an inquiry drops lead conversion by over 300%. Nutcrackers architects intelligent, conversational AI website agents and WhatsApp business bots grounded in your proprietary documentation, catalogs, and operational rules.
Unlike legacy keyword-based bots that frustrate users with rigid menus, our agents utilize advanced Retrieval-Augmented Generation (RAG) and vector databases. They understand nuanced natural language, answer technical inquiries accurately, handle customer hesitation, qualify buyer intent, and seamlessly book appointments or hand off to human specialists.
We embed robust brand guardrails preventing hallucination or off-brand responses, and ensure every conversation is automatically synthesized into actionable customer records pushed directly into your CRM or team Slack channels.
Industry Challenges and How Nutcrackers Solves Them
Challenge
Losing high-value international and after-hours website visitors because support staff are offline or slow to reply on WhatsApp.
Engineering Fix
Nutcrackers deploys 24/7 autonomous AI concierges with sub-650ms response latency that greet visitors, answer complex questions, and capture verified contact details instantly.
Challenge
Generic AI chatbots hallucinating false pricing, giving inaccurate business advice, or embarrassing the company in front of clients.
Engineering Fix
We enforce strict vector grounding (RAG) over your verified PDF, web, and product documentation, paired with deterministic system guardrails that restrict answers strictly to verified facts.
Challenge
Support teams answering the same 20 repetitive questions all day instead of closing high-value deals.
Engineering Fix
Our AI chatbots autonomously resolve 80%+ of routine inquiries—such as pricing, clinic locations, booking steps, and product availability—freeing your staff for high-touch negotiations.
Production Technology Stack
Python, TypeScript, LangChain, Pinecone Vector DB, OpenAI / Gemini API, Meta WhatsApp Cloud API, WebSockets, Supabase
Frequently Asked Questions
How do you prevent the AI chatbot from making up false answers or giving incorrect prices?
We utilize Retrieval-Augmented Generation (RAG). Before the AI answers any user query, it mathematically searches your verified uploaded documents for exact matching facts. If the information is not in your knowledge base, the bot politely informs the user and offers to connect them with a human team member.
Can the chatbot integrate directly with WhatsApp?
Yes. We build official Meta WhatsApp Cloud API bots that can message clients, receive audio/text notes, and send interactive buttons and catalogs directly inside WhatsApp.
Can the chatbot take customer information and send it to our CRM or email?
Yes. Once a customer shares their name, phone number, and project requirement, the chatbot automatically formats the data into structured JSON and delivers it instantly to your email, CRM, or team Slack channel.