Karaka
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Kohu is one place to ask what a company knows and what it has paid for. Know-how sits on a few laptops and in a few heads, and the rest is spread across documents, slides, sheets and screen recordings. Atlassian’s State of Teams 2025 survey of about 12,000 knowledge workers found that teams lose 25% of their time searching for answers. You sign in as a role and ask in plain words. Kohu searches only what that role and the company’s licenses allow, and every sentence cites its source down to the page, the spreadsheet cell, the slide, or the second in a screen recording, with the button to click marked on the frame. When two sources disagree, Kohu shows both and a data admin decides which one is right, and the next answer changes. A screen recording becomes a reviewed step by step guide. A license card shows who actually used the data the company paid for. On 20 frozen questions run five times, 96 of 100 answers passed, and 74 access checks found no leaks.