DuChat

Our team built a platform that turns a company’s website and documents into an AI assistant that answers questions, captures leads and hands over to a person when needed.

AI & Automation · Sales & Marketing · Business Software

The business problem

Website visitors left with unanswered questions, and support teams handled the same requests over and over.

What the client needed

An assistant businesses could set up themselves from their own website, that answers accurately, captures leads and can be embedded without slowing the site down.

What our team built

Website crawler and document reader (PDF, Word, CSV) that trains the assistant automatically
Visual conversation builder: AI answers, lead forms, choices and human handoff
Embeddable chat widget with custom themes and file attachments
Workspaces per customer with subscriptions, plus an admin portal with analytics

Automation

Background processing of crawling, document parsing and knowledge indexing
Lead details captured inside the conversation
Real-time analytics

AI

Question answering from the company’s own content
Semantic search over embedded documents

Integrations

Stripe
Email (Brevo)
Cloud file storage
Web push notifications

Business functionality

Multi-tenant SaaS
Lead capture
Human handoff
Analytics

Useful for businesses like

— Businesses that answer the same customer questions every day
— Companies that want more leads from their website

Capabilities

AI customer support · Lead capture · Knowledge processing · SaaS platform

Technology

Next.js · MongoDB · Qdrant · OpenAI

Team experience: this system was designed and built by members of the Orybso engineering team, before or alongside Orybso. Confidential client details are not shown.

Have a similar problem?

Tell us how it works in your business today. We’ll show you what we would build — and what you might not need at all.

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