Generative BI
& Data Analyst
Empower C-suite executives with immediate answers from enterprise databases without waiting for data teams or static dashboards.
Interface
Natural Language Querying
Problem Statement
Relying on static dashboards and multi-day turnarounds for ad-hoc queries kills agility. Leaders need the ability to query Snowflake, Databricks, or SQL in plain English.
Target Customers
- 01Insurance Agents – Individual agents managing leads and clients
- 02Insurance Agencies – Expert-owned group management
- 03Internal sub-agent commission & follow-up management
Natural Language Interface
"Show me top 5 customers by churn risk" — simple and direct interaction.
Query Executor
SELECT customer_name, churn_risk
FROM insurance_db
WHERE churn_risk > 0.8
ORDER BY churn_risk DESC
LIMIT 5;
Schema Reasoning
Analyzes metadata without extracting actual data rows to ensure enterprise-grade Privacy-First analysis.
Query Executor
SELECT customer_name, churn_risk
FROM insurance_db
WHERE churn_risk > 0.8
ORDER BY churn_risk DESC
LIMIT 5;
Autonomous Self-Correction
Reads SQL errors and retries syntax automatically until correct, removing human troubleshooting.
Query Executor
SELECT customer_name, churn_risk
FROM insurance_db
WHERE churn_risk > 0.8
ORDER BY churn_risk DESC
LIMIT 5;
Dynamic Visualization
Autonomously chooses the best chart (Bar, Line, etc.) for the result set provided.
Query Executor
SELECT customer_name, churn_risk
FROM insurance_db
WHERE churn_risk > 0.8
ORDER BY churn_risk DESC
LIMIT 5;
Unique Selling Proposition
Insight over Dashboards
Turns enterprise data into instant answers—without dashboards, delays, or data exposure.
Unlike cloud BI copilots, this platform reasons over schemas and metadata, not raw data rows—ensuring sensitive data never leaves your environment.
This is not a chatbot layered on BI. It behaves like a junior analyst who understands schema, business logic, and visualization.
Core Technology
A privacy-first stack designed for high-performance enterprise data reasoning.
AI / LLM
Ollama-hosted Gemma model for on-premise, secure natural-language processing
Backend
FastAPI (Python) for high-performance, web framework used to build fast and scalable API services.
Language & Runtime
Python for implementing business logic, complex data processing, and AI/ML integrating
Architecture
Modular, secure, scalable, reliable, and production-ready design suitable for enterprise deployment.
Ask your data
anything.
Connect with our team and deploy Generative BI across your enterprise — no dashboards, no delays, no data exposure.
Privacy-first · Schema-only reasoning