Reflow submission layout restorer

Turn chart images from PDFs or screenshots into editable templates for thesis formatting

Problem

A week before a defense, an advisor sends a technical roadmap screenshot from a PDF where text can't be edited and boxes can't be moved, and redrawing from scratch takes too long. Students in thesis or defense scenarios need to revise repeatedly, and pasting the image looks blurry when enlarged.

Solution

Upload a PDF or screenshot, automatically recognize text, arrows, boxes, and other elements, and rebuild them into editable vector or table structures. Offer one-click school template styles, check font, caption, and unit consistency, and export editable PPTX/SVG.

Users

Graduate students revising thesis charts, graduates needing to apply school templates, and junior professionals making technical docs

MVP

Upload PDF/screenshot and recognize elements (text, boxes, arrows); convert to editable elements and export SVG/PPTX; a few built-in academic template color schemes; font and caption consistency hints; skip complex illustration reconstruction

Revenue

Per-export one-time purchase (e.g. $1.5/image) or subscription; distribute via university channels

Why now

Vision models are now good enough for chart element recognition, and academic formatting is high-frequency grunt work nobody wants to do; one person can deliver in a few weeks