The problem
Operational data is often spread across tables and dashboards that require users to know exactly where to look and how to filter it.
AI Agents
Intelligent Business Data Assistant
A conversational analytics assistant that turns business questions into secure, tenant-aware answers, tables, and charts.
System view
Product overview
An LLM-first assistant for business operations teams. It understands natural-language questions, preserves conversation context, applies tenant boundaries, and presents relevant records through clear visual widgets.
The solution
The assistant translates everyday business questions into governed data queries and returns the result in the format that best fits the question.
Core functions
What the product is designed to do.
- Natural-language intent and filter understanding
- Role-aware, multi-tenant data access
- Contextual follow-up questions
- Dynamic charts and record tables
Technology
A practical, production-minded stack.
- Gemini
- Python
- Frappe
- Next.js
- TypeScript