Deliverist AI Chatbot
Conversational commerce for Saudi logistics. RAG pricing, 5 AI tools, speech-to-text, bilingual.

5
AI Tools
13
Wizard Steps
17
API Routes
6 months
Duration
The Problem
Deliverist moves luggage between doors and airports across Saudi Arabia. Their customer-facing product was a static form with 13 fields. Nobody wants to fill that out on their phone at an airport. They needed a single conversational interface for quoting, booking, tracking, and complaints in English and Arabic.
What I Built
Conversational commerce layer that turns a chatbot into a transaction channel. Users go from "I want to ship something" to a confirmed booking without leaving the chat. 13-step shipment wizard embedded in the conversation. 5 AI tools for intent routing. RAG pipeline for dynamic pricing where updates happen by uploading a document, zero code changes. NLP entity extraction pre-fills forms from natural language. Speech-to-text with Whisper fallback. Bilingual with RTL.
Architecture

Tech Stack
- Next.js
- Vercel AI SDK
- DeepSeek
- OpenAI
- PostgreSQL
- Drizzle ORM
- Google Maps API
- Whisper
- LangChain
Interested in working together?