Paid desktop software · local only
Every archive has pages nobody can search.
QuillParse is a desktop studio for correcting bad scans and transcribing handwriting — on your machine, without sending a single image anywhere.
macOS and Windows apps are in development. Join the waitlist for launch pricing and early access — not available for download yet.
The pipeline
Four movements,
one continuous desk.
Drop phone photos, flatbed scans, or camera roll exports. Mixed quality is expected.
Rotation, perspective, shadows, crop — detected automatically, applied only with your approval.
The recognition engine reads the cleaned page line by line. Full-page mode preserves layout.
Review each transcript, copy text, export files. Optionally train a custom model on your samples.
Evidence
Synthetic pages, real pipeline.
Samples generated for this site — passed through the same correction and transcription path the app uses.
Correction preview
Transcript · 0.94 avg
QuillParse turns handwritten pages into searchable text. Review transcripts per document, then copy or export when you are ready. Full-page mode segments lines automatically and preserves layout.
Input page
Capabilities
What the studio contains.
- preprocess
Eight correction types
Skew, perspective, crop, shadow, contrast, blur — toggled per image or globally.
- ocr
Handwriting recognition
State-of-the-art line and full-page transcription with confidence on every result.
- full-page
Layout preserved
Segment a whole page into lines, transcribe each, reassemble with structure intact.
- training
Custom models
Advanced mode for training on your own labeled samples. GPU optional.
- desktop
Native app
A native desktop studio — drag, preview, review. Built for long sessions.
- privacy
Nothing leaves
Images and transcripts stay on your machine. No cloud account required.
Product
A licensed app, not a repo.
QuillParse is commercial desktop software. You buy a license, install the app, and keep your documents local. No source code, no self-hosting — just a focused tool that does one job well.
- Smart scan correction with before/after preview
- Handwriting transcription with confidence scores
- Full-page mode with layout preservation
- Export and review tools
- Free updates for the version you purchase
Requires Python runtime bundled with the installer · optional GPU for advanced custom-model training
Waitlist
Early access &
launch pricing.
One email when QuillParse is ready to buy. Waitlist members hear about pricing before the public launch.