Loading…
Artificial Intelligence
Estima AI
Quotations, generated by agents.
Icybee2026
AI AgentsSalesDocuments
A quotation engine that turns requirements into accurate, branded quotes using a pipeline of AI agents for scoping, pricing and document generation.
About the product
Estima AI is a production product built and operated by Icybee — designed around real outcomes, not demos. It is engineered with AI Agents, Sales, Documents at its core, with security, observability and maintainability treated as first-class requirements from day one.
The sections below break down what it does, the stack it runs on, how the system fits together, and a walkthrough of the product in action.
AI AgentsSalesDocuments
Project details
Client
Icybee
Category
Artificial Intelligence
Year
2026
Stack
AI Agents, Sales, Documents
Product catalog
What it does
Requirement intake & scoping
Agent-driven pricing logic
Branded PDF quote generation
Approval & revision workflow
Tech parameters
Under the hood
- Frontend
- Next.js
- Agents
- multi-step pricing pipeline
- LLM
- GPT-4o with structured outputs
- Documents
- server-side PDF rendering
- Backend
- Node.js + PostgreSQL
- Deploy
- Vercel + AWS
Architecture & diagrams
How it fits together
Video presentation
See Estima AI in action
Product walkthrough coming soon.
More Artificial Intelligence work
View all
Like what you see?
Let's build something.
Tell us your challenge. An engineer gets back to you within 24 hours.