Matih vs Kinlyze

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.

Every team has one engineer who's the only person who understands the payment flow. Nobody measures that risk until they resign. Kinlyze scans git history - never your code, fully offline - and shows knowledge heatmaps, module-level bus factor, and an offboarding simulator: pick a developer, see what breaks. New: the Kinlyze Agent runs scans every weekday and syncs to your dashboard automatically. Pro free for your first month, no card required.