Pylar – Fix over-querying, data leaks, and governance for AI agents

Show HN: Pylar – Fix over-querying, data leaks, and governance for AI agents

Pylar – Fix over-querying, data leaks, and governance for AI agents is a company in show hn launch.

Profile

Hey HN! We're Hoshang & Vishal, the team behind Pylar - a governed access layer between databases and LLMs. We previously led data and AI and we kept seeing the same problem across teams using LLMs internally: agents are great with unstructured data, but the moment you want them touching your actual systems of record — Snowflake, Postgres, CRMs, product DBs — everything becomes fragile, risky, or outright unsafe.Two issues show up every single time:1. Agents over-querying They don’t understand cost. They’ll happily generate queries that blow up your warehouse bill.2. Accidental data exposure PII, financials, customer history leaking through prompt injection or poorly scoped access. Most team

Pylar – Fix over-querying, data leaks, and governance for AI agents is positioned in show hn launch, a segment that rewards a clear, focused offering.

Directory data places it at the Show HN launch stage.

Website: www.pylar.ai