Schift Context
Drop in Korean office files, scanned PDFs, Drive, and Notion as they are, and every answer comes back with the source paragraph attached.
One contract that turns the files your company already has into answers. These six things are everything it does.
You upload the files the company already has, as they are.
HWP, Word, Excel, and PDF go in without conversion. For scans of paper, merged table cells, red seal stamps, and handwritten signatures are detected region by region and restored to their original structure. Connect Google Drive, Notion, Slack, or mail and the material is pulled in while it stays where it lives.
The source paragraph sits right under the answer.
Every answer marks the document and the page the sentence came from. Click the citation and the original opens as it is. The same question brings back the same evidence, so two people can hold their answers up against the same source.
Permissions carry over from the system the document lives in.
Only documents a person can already open in Notion or Drive enter their candidate set. Put a bot in a team channel and each person still gets answers within their own reach. When a team or role changes, the visible range changes from that moment on.
Answers keep arriving at the same speed as documents pile up.
Ten times the documents, roughly the same time per question. Start with one team and widen to the whole company on the same structure.
Answers arrive where your team already works.
Add a bot to Slack, Telegram, or Discord and people ask mid conversation and get the answer in place. For internal systems, the API returns the same answer.
Three steps from connecting an account to the first answer.
Connect Drive or Notion and the documents come in along with their permission data. A folder starts answering as soon as it finishes loading. Companies with a lot of scans check reading quality on a sample set first, then load everything.