Turn fragmented data into deterministic decisions
Trinetro Labs is the world's first Automated Intelligence platform for data analysis. Connect MySQL, PostgreSQL, MongoDB, Excel, Google Sheets or Tally, ask a question in plain English, and get an exact, auditable answer in seconds.
The same question on the same data always returns the same answer, with a reasoning trace that shows how it was reached. There is no language model in the answer path and no SQL for you to write.
- Connect any of 50+ data sources, including MySQL, PostgreSQL, MongoDB, SQL Server, Oracle, BigQuery, Snowflake, Excel, Google Sheets, Tally, Shopify and Razorpay
- Ask in plain English: "What were my top 5 products by revenue last quarter?"
- Every answer comes with its reasoning trace, so you can check how the number was produced
- Access is default-deny and enforced per member, down to individual tables
- Free 30-day trial with no credit card; paid plans from ₹29,999 a month
Guides
- Best AI Tools for Data Analysis in 2026: 12 Compared by Use Case
- Natural Language to SQL: How It Works and Why It Gets Numbers Wrong
- Tally Data Analysis: Ask Your Tally ERP Questions in Plain English
- Power BI Alternatives for Indian Businesses in 2026
- ChatGPT vs a Deterministic Data Analysis Tool: Which Do You Trust With Your Numbers?
Frequently asked questions
Is Trinetro an AI tool, or an LLM wrapper?
Neither in the usual sense. Trinetro is an Automated Intelligence platform: the analytical judgment normally done by a human analyst — resolving terms, choosing joins, selecting the right metric — is encoded as deterministic logic and executed automatically. There is no language model in the answer path, so results are reproducible and auditable rather than probabilistic. Unlike an LLM wrapper (which guesses at SQL and can hallucinate columns), Trinetro reasons through your actual schema with formal logic and shows its work. We do use AI for one narrow, optional job on paid plans — rendering an already-computed statistical insight into plain English — never to compute the answer itself.
What is AI data analysis?
AI data analysis is the use of automated intelligence to query, interpret, and extract insights from databases — without requiring SQL expertise. Platforms like Trinetro Labs let you type questions in plain English ("What were my top 5 customers by revenue last month?") and receive exact, auditable answers from MySQL, PostgreSQL, MongoDB, or any connected data source. Trinetro is deterministic: unlike probabilistic AI tools, the same question always returns the same verified answer.
How do I generate reports from MySQL without writing SQL?
Connect your MySQL database to Trinetro Labs in under 2 minutes. The AI engine automatically profiles your schema, detects relationships between tables, and builds a semantic model. Then simply type your question — "Show weekly sales by region" — and Trinetro writes the SQL, executes it, and returns a formatted data report. No SQL knowledge required.
What is natural language SQL (NL2SQL)?
NL2SQL (Natural Language to SQL) converts plain English questions into structured database queries. Trinetro's NL2SQL engine is deterministic — unlike AI tools that guess probabilistically, TEI uses formal logic to verify every join, metric, and filter before execution, ensuring the same question always returns the same correct answer.
What data sources does Trinetro Labs support?
Trinetro supports 50+ data sources: MySQL, PostgreSQL, MongoDB, SQLite, Microsoft SQL Server, Google BigQuery, Snowflake, ClickHouse, Redis, Excel (.xlsx), Google Sheets, CSV, JSON, Parquet files, Tally ERP, Zoho CRM, Shopify, Razorpay, Stripe, WooCommerce, and many more. New connectors are added regularly.
How is Trinetro different from Power BI or Tableau?
Power BI and Tableau require weeks of dashboard setup, data modeling expertise, and SQL knowledge to maintain. Trinetro requires none of that — connect your database, ask your question in plain English, and get an answer in under 2 seconds. There are no dashboards to build, no data pipelines to maintain, and no SQL to write. Trinetro is a natural language interface on top of your live production data.
Is Trinetro Labs built only for Indian businesses?
No — Trinetro Labs is built for the whole world, with first-class support for India. It works with any database and any currency anywhere on the planet, and additionally offers native India-specific support: Tally ERP (India's most popular accounting software), Razorpay, GST-aware analysis, and INR pricing. Whether you operate in New York, London, Singapore, Dubai, or Bangalore, Trinetro connects to your data and answers in plain English — India was simply where we started.
Does Trinetro remember how my team defines things?
Yes. Trinetro has a persistent memory layer that learns your team's definitions. The first time someone clarifies an ambiguous term — for example, what "revenue" or "property" means in your data — Trinetro remembers that choice for them (personal memory) and never asks again. Admins can promote a single trusted answer to a company-wide default that applies to everyone who hasn't set their own, and can revoke a default at any time without affecting anyone's personal definitions. The result is an analytics tool that feels less like software and more like a teammate who already knows how your business talks.
What is the Trinetro Reasoning Engine (TRE)?
The Trinetro Reasoning Engine (TRE) is the deterministic core that turns a plain-English question into the exact right query — without you naming a single table, column, or database. It extracts the concepts in your question, binds each one to the correct field across all your connected sources (with misspelling tolerance and industry vocabulary), discovers safe join paths by matching real key values, and either answers directly or asks one precise clarifying question when a term is genuinely ambiguous. Every decision is auditable, the same question always returns the same answer, and — combined with the memory layer — it gets sharper the more your team uses it. No AI guessing, no hallucinated columns.
Does Trinetro work with multiple databases simultaneously?
Yes. Trinetro's DuckDB federation engine can join and query data across multiple sources in a single question. Ask "What is the revenue from Shopify vs. our offline MySQL sales for Q1?" and Trinetro federates both sources automatically.
What is the Key Insights Engine (KIE) and how does it work?
The Key Insights Engine (KIE) is a statistical pattern detection engine built into Trinetro's dashboard. After every query, KIE analyses the aggregated results — never raw rows — to detect dominant categories (≥50% share), Pareto concentration (top-3 accounting for ≥70%), outliers (Z-score ≥1.8), imbalance gaps (≥5× spread), and long-tail distributions. Free (Cat) plan users receive factual summaries like "Bangalore accounts for 52% of total revenue". Paid plan users (Owl and above) additionally receive AI-rendered business insights in plain English that translate each statistical signal into an actionable observation.