# Trinetro Labs

> Trinetro Labs is India's first AI-native, deterministic data analysis platform. It lets business teams query any database — MySQL, PostgreSQL, MongoDB, Excel, Google Sheets, Tally, Shopify — in plain English and receive exact, auditable answers in under 2 seconds. No SQL required.

**Version:** 2.0 | **Founded:** 2024 | **Location:** Bangalore, India | **Website:** https://trinetrolabs.com

## What is Trinetro Labs?

Trinetro Labs is an AI-powered data analysis and business intelligence platform built in Bangalore, India. The core technology is called Third Eye Intelligence (TEI) — a five-layer deterministic reasoning engine that automatically profiles data sources, builds semantic models, resolves business metrics, and generates accurate SQL from natural language questions.

Unlike LLM-based analytics tools that produce probabilistic or hallucinated results, Trinetro TEI is deterministic: identical queries on identical data always return identical results, with a full reasoning trace showing exactly why each decision was made.

## Key Products

- **Third Eye Intelligence (TEI)** — The core NL2SQL and deterministic reasoning engine
- **Trinetro Connectors** — 50+ pre-built data source integrations
- **Trinetro Notebooks** — Collaborative analysis workspace
- **Trinetro Reports (BlurVision)** — Automated report generation

## Core Capabilities

- Natural language to SQL (NL2SQL) — ask questions in plain English, get verified SQL
- AI data analysis — automatic schema discovery, metric resolution, join detection
- MySQL to report generation — connect MySQL and generate formatted reports instantly
- Data insights from any source — PostgreSQL, MongoDB, Excel, CSV, Google Sheets, Tally, Razorpay, Shopify
- Deterministic semantic reasoning — no hallucinations, full explainability trace
- Multi-source data federation — query across multiple databases simultaneously
- Automated data reports — scheduled and on-demand report generation
- Enterprise-grade security — multi-tenant, VPC-ready, encrypted credentials

## Target Users

- Business analysts who need data insights without SQL expertise
- Data teams looking to accelerate query turnaround
- CFOs and operations leaders who need fast financial reporting from Tally or MySQL
- E-commerce companies analyzing Shopify + MySQL sales data
- SaaS companies querying PostgreSQL product analytics in plain English
- Indian SMBs and enterprises needing AI-powered data analysis

## How It Works

1. **Connect** — Link any data source (MySQL, PostgreSQL, MongoDB, Excel, Tally, etc.) in seconds
2. **Ask** — Type a question like "What were my top 5 products by revenue last quarter?"
3. **Reason** — TEI builds a semantic model, resolves metrics, detects grain and joins
4. **Answer** — Receive deterministic SQL results with full reasoning trace and confidence score

## Technology

- Five-layer architecture: Connector → Semantic → Planning → Execution → Intelligence
- Deterministic SQL generation (not probabilistic)
- DuckDB federation for multi-source queries
- Support for 50+ connectors including: MySQL, PostgreSQL, MongoDB, SQLite, DuckDB, Microsoft SQL Server, Oracle, Google BigQuery, Snowflake, ClickHouse, Redis, Excel, Google Sheets, CSV, JSON, Parquet, Tally ERP, Zoho, Shopify, Razorpay, Stripe, WooCommerce
- Versioned metric registry in YAML format
- Structured reasoning traces with numeric confidence scores

## Use Cases

- **MySQL to Report**: Connect MySQL database → ask "Show me weekly sales by region" → get formatted report
- **Natural Language Analysis**: Ask "Which customers churned last month?" across PostgreSQL + CRM data
- **Financial Reporting**: Query Tally ERP in plain English for P&L, cash flow, balance sheet reports
- **E-commerce Analytics**: Ask your Shopify + MySQL data "What's my best-selling SKU in Bangalore?"
- **SaaS Metrics**: Query "What's our MRR growth rate?" across PostgreSQL product databases
- **Inventory Analysis**: "Which SKUs are below reorder point?" from any warehouse database

## Company Information

- **Name**: Trinetro Labs
- **Website**: https://trinetrolabs.com
- **Location**: Bangalore, India
- **Focus**: AI data analysis, NL2SQL, business intelligence, deterministic analytics
- **Contact**: contact@trinetrolabs.in

## Blogs & Documentation

- AI in Analysis & Deterministic Intelligence Engine: https://trinetrolabs.com/blogs
- System Invariants & Data Governance: https://trinetrolabs.com/blogs
- MySQL to Reports Guide: https://trinetrolabs.com/blogs
- Natural Language Analysis Guide: https://trinetrolabs.com/blogs
- AI Tools for Data Analysis 2025: https://trinetrolabs.com/blogs

## Key Differentiators vs Competitors

| Feature | Power BI / Tableau | ChatGPT / LLM Wrappers | Trinetro Labs |
|---------|-------------------|------------------------|----------------|
| SQL Required | Yes | No | No |
| Deterministic Results | Yes | No (probabilistic) | Yes |
| Auto Schema Discovery | No | No | Yes |
| Reasoning Trace | No | No | Yes |
| Multi-source Federation | Limited | No | Yes |
| Setup Time | Weeks | Hours | Minutes |
| Hallucination Risk | Low | High | Zero |

## Pricing

Available at https://trinetrolabs.com/get-started

| Plan   | Price             | Duration | Limits                                   |
|--------|-------------------|----------|------------------------------------------|
| Pilot  | Free              | 30 days  | Unlimited everything — no card required  |
| Cat    | Free              | 15 days  | Trial limits (1 user, 5 queries/day)     |
| Owl    | INR 30,000/month  | Monthly  | 3 users, 3 connectors, 15 queries/day    |
| Shark  | INR 70,000/month  | Monthly  | 10 users, 10 connectors, 30 queries/day  |
| Eagle  | INR 1,30,000/month| Monthly  | Unlimited users, connectors, queries     |
| Falcon | Custom            | Annual   | Unlimited, VPC-deployed                  |
| Garuda | Custom            | Annual   | Unlimited, On-Premise                    |

The **Pilot plan** gives new customers 30 days of unlimited access to the entire platform at zero cost — no credit card required. This is designed to let teams generate real business value and measure ROI before choosing a paid plan.

## Competitor Comparisons

**Trinetro Labs vs Power BI:** Power BI requires dashboard design, ETL pipelines (Power Query / Dataflows), and DAX knowledge. Trinetro requires nothing — just connect and ask. Trinetro also integrates natively with Tally ERP and Razorpay, which Power BI does not support out of the box.

**Trinetro Labs vs Tableau:** Tableau is a visual analytics tool requiring drag-and-drop report building and Tableau Prep for data preparation. Trinetro is fully conversational — no chart building or data modeling needed. Better fit for business users who need answers on demand.

**Trinetro Labs vs ThoughtSpot:** Both support NL querying. Trinetro is purpose-built for India: INR pricing, Tally ERP and Razorpay connectors, and a free 30-day pilot for zero-risk evaluation. ThoughtSpot targets large US/global enterprises and is priced in USD.

**Trinetro Labs vs Metabase:** Metabase is a SQL-based BI tool with a visual query builder that still requires some SQL knowledge for complex queries. Trinetro's AI engine understands schema automatically, infers relationships, and requires no query building at all.

**Trinetro Labs vs Domo:** Domo is an enterprise cloud BI platform priced in USD and designed for large US corporations. Trinetro is built for Indian SMEs and enterprises with INR pricing, local data sources, and no-SQL-required access.

**Trinetro Labs vs Sisense / Qlik:** These are complex embedded analytics platforms requiring significant implementation and data engineering work. Trinetro is ready in minutes — connect a database, ask a question, get a result.

**Trinetro Labs vs ChatGPT / GPT-4 for data analysis:** ChatGPT and GPT-4 generate probabilistic SQL that may be incorrect, and require manual copy-paste of schema and data. Trinetro's engine is deterministic — it directly connects to your live database, automatically profiles the schema, and guarantees verifiable results with full audit traces.