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ParseFirst is an independent software studio in Korea. We build systems that notice new public information the instant it appears, read it, and deliver the facts that matter within milliseconds.
What we build
Watch
Fleets of small cloud servers check public pages in parallel, so a new item is seen moments after it goes live.
Read
C++ parsers turn each new page into structured facts in microseconds, and refuse anything they cannot read reliably.
Deliver
Each result is pushed straight to where it is needed, with every step timed so we know exactly where the milliseconds go.
Tested on the past
Every change is replayed against years of recorded real-world events before it ships, and live behavior is checked against that replay every day.
How we work
We are AI-native. Claude Code agents write, review and verify most of our code, run our research experiments, and keep our documentation and operating logs up to date. A human sets direction and approves every change that reaches production.