Sushrut Ikhar

Co-founder, Matih Labs

About

Building Matih to help teams get trusted answers from their business data using AI. Passionate about data infrastructure, AI, and turning complex systems into simple experiences. Always happy to connect with fellow builders. Connect me for any doubts or queries on Big Data, Distributed Systems, MLOps.

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Maker History

MatihPlain-English questions, Trusted insights from your data
Jul 2026

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Joined Product HuntJuly 15th, 2026

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2mo ago

Matih - Plain-English questions, Trusted insights from your data

Text-to-SQL tools are schema-blind. they guess the joins and hand you a number you can't check. Matih builds a context graph of your data:-the entities, how tables relate, what each metric means, then reasons over that ontology to answer. Ask in plain English. Matih writes the SQL and auto-routes it to the right engine- DuckDB for a spreadsheet, Spark or Trino for billions of rows- from an Excel file to a full warehouse. You get the answer next to the SQL. Trusted insights, no black box.