O
Orin.ai

Where Data MeetsPure Magic

Stop boring spreadsheets. Start visual storytelling.

From Raw Text to
Living Dashboards

Insights That Build Themselves

Turn messy prompts into dynamic, interactive dashboards. No rigid templates, no wasted time — just clear, structured insights that adapt to your query.

"Data is everywhere, but dashboards are rigid."

Traditional dashboards require manual setup

Queries return static or pre-designed templates

Users can't easily go from raw ideas → visual answers

This slows down decision-making and leaves insights trapped in text

"Dynamic dashboards powered by amulti-agent AI system"

We built a system where AI agents collaborate like a team to transform natural language queries into modular, interactive dashboards — automatically.

No rigid templates

Smart visualization choice

Reliable, validated outputs

Scalable architecture

How It Works

Classifier Agent

Understands your query and picks the right visualization type automatically.

Retriever Agent

Fetches context from memory (Pinecone) or external sources intelligently.

Summarizer Agent

Converts results into structured JSON dashboards with interactive sublinks.

UI Schema Validator

Ensures everything works perfectly on the frontend with validation.

All coordinated by a Multi-Agent Orchestrator for reliability, performance, and monitoring.

Key Features

Modular Architecture

Agents with single responsibility, easy to extend

Dynamic Dashboards

Flexible, query-driven, no fixed templates

Quality Assurance

Auto-correction and validation ensure safe rendering

Smart Visualization

Matches data with the right charts/tables automatically

Performance Monitoring

Optimized execution with real-time tracking

Smart Data Routing

Chooses between memory and external APIs seamlessly

Use Cases

Students & Researchers

Quickly turn queries into structured study dashboards

Business Analysts

Ask questions, get instant charts and tables

Hackathon Teams

Build prototypes with instant AI-generated dashboards

Developers

Plug into existing pipelines for flexible UI generation

Why It's Different

❌ Old Way

  • • Fixed dashboards
  • • Rigid templates
  • • Manual effort

✅ Our Way

  • • Adaptive dashboards
  • • Dynamic JSON
  • • Modular AI orchestration

Tech Behind the Scenes

Built with:

LangChain

Agent orchestration

Pinecone

Memory retrieval

Next.js/React

Frontend dashboards

Multi-Agent AI

Modular pipeline system

"This system doesn't just answer questions — it builds the UI around your thinking. It's like having a personal analyst who designs dashboards on the fly."

Ready to turn your queries into living dashboards?