ManuLens
Private pilot · waitlist access

Manuscript OCR, built for review.

ManuLens turns handwritten scans into structured, reviewable text while preserving pages, line breaks, confidence, and export metadata.

Run OCR preview

OCR

text extraction

Review

confidence queue

JSON

structured export

Review workbench

Original scan, transcript, and flags in one pass.

87% confidence
Original scanpage 01

Dear Margaret,

the ledger from April is enclosed

with the notes from the eastern shelf.

Several entries require review before

the final catalogue is copied.

Review queue3 flags
paragraphDear Margaret, the ledger from April is enclosed0.91
uncertaineastern shelf0.62
layoutpage 01, 5 lines, 1 margin noteready

Layout

5 lines detected

Export ready

TXT · JSON

Live OCR preview

Test the extraction path before checkout opens.

Upload handling, OCR processing, review output, rate limiting, and export-ready state are wired for the MVP. Paid access stays disabled until Creem approval.

OCR console

Upload a manuscript scan

MVP

Uploads are used for this OCR job. Paid access is not open yet, and the current waitlist is free for early users.

Recognition output

awaiting file

Dear Margaret,

the ledger from April is enclosed...

Run OCR to replace this sample transcript.

Product

A narrow workflow for documents that need human judgment.

The MVP is intentionally focused: recognize the handwriting, review uncertain passages, and export clean text. Payments are not open yet; early access is managed through the waitlist.

01

Recognize

Upload manuscript scans, field notes, letters, registers, or PDFs and return editable text with page-level context.

02

Review

Keep the original scan, transcript, confidence, and flagged passages together so uncertain words stay visible.

03

Export

Move clean text, metadata, and review status into downstream research tools, datasets, or archive workflows.

Workflow

From scan to structured result.

ManuLens is organized around OCR jobs, not one-off prompts. That keeps moderation, review, export, billing, and entitlement boundaries ready for production.

job_result.jsonexample
{
  "job_id": "job_8f32ad19",
  "pages": 1,
  "status": "needs_review",
  "blocks": [
    {
      "type": "paragraph",
      "text": "Dear Margaret...",
      "confidence": 0.87,
      "review_required": true
    }
  ]
}

Help shape the manuscript OCR workflow.

Payments are not open yet. The waitlist is free, and we will invite early users as capacity grows.