AI Sales Companion

Landling Page
Overview Info
Introduction
Why
Build Serv Learn Grow
Agent embeded on customer website

Inspiration

Small businesses and sales teams often miss opportunities because valuable knowledge is scattered across websites, documents, and people's experience. Building an AI assistant is still too technical for most organizations. We wanted to make creating an AI-powered sales companion as easy as describing your business and clicking Deploy.

What it does

AI Sales Companion helps businesses create an AI sales assistant in minutes.

Users simply:

Describe their business
Upload product or store photos
Provide their website URL

The platform automatically generates a knowledge base and FAQs, then deploys an AI assistant to LINE Official Account and an embeddable website chat widget. It continuously learns as business content evolves.

How we built it

OpenAI GPT models for knowledge generation and conversational AI
Vision models to understand uploaded images
Embeddings for semantic knowledge retrieval
Function Calling for tool orchestration
Next.js frontend and backend
MySQL for multi-tenant data
Cloud Run for scalable deployment
LINE Messaging API for customer conversations
Website crawler for automatic knowledge extraction

Challenges we ran into

Turning unstructured business information into accurate FAQs.
Combining multiple knowledge sources (website, images, and user input) into one searchable AI knowledge base.
Designing an onboarding experience that anyone can complete in just a few minutes.
Keeping the system simple enough for an MVP while remaining scalable for future enterprise features.

Accomplishments that we're proud of

Built a working end-to-end MVP in a short timeframe.
Reduced AI assistant setup from hours to minutes.
Enabled easy deployment to LINE and website chat.
Created an intuitive onboarding flow that requires no AI expertise.
Designed a scalable multi-tenant architecture ready for SaaS growth.

What we learned

The biggest barrier to AI adoption isn't the model—it's the complexity of setup. By automating knowledge generation and deployment, businesses can focus on serving customers instead of configuring technology. We also learned that a guided, AI-assisted onboarding experience dramatically improves usability.

What's next for AI Sales Companion

Our roadmap includes:

Multi Agent Collaboration & Analytics
AI-generated sales proposals and quotations
CRM integration
Human Handoff
Multi-language support
Additional messaging channels beyond LINE
Enterprise security and governance features

Vision: Build. Serve. Learn. Grow. Every conversation makes your AI smarter, helping every business deliver better customer experiences and grow with confidence.