Deliverist AI Chatbot

Sole Product Engineer·OSIT / Deliverist·Jun to Nov 2025

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

Deliverist AI Chatbot

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

Deliverist AI Chatbot architecture

Tech Stack

  • Next.js
  • Vercel AI SDK
  • DeepSeek
  • OpenAI
  • PostgreSQL
  • Drizzle ORM
  • Google Maps API
  • Whisper
  • LangChain

Interested in working together?