Academic writing workspace

Make AI-assisted academic drafts read more naturally and professionally.

Improve scholarly tone, sentence structure, cohesion, clarity and readability while protecting meaning, citations, quotations and technical terminology. Upload a Word document or paste text, then process it in reliable shared-hosting chunks.

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—readability

—AI-pattern signal*

1. Add your draft

↥ Upload DOCX or TXT or drag and drop a file here

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2. Academic humanization

AI engine Free local model No GPU is required. Automatic mode uses WebGPU when available and falls back to free CPU/WebAssembly processing when it is not. Academic document Academic level Style Discipline optional Strength Balanced Preserve meaning and factual claims Vary sentence rhythm Reduce repetition Lock citations and reference cues Preserve direct quotations exactly Preserve technical terminology Preserve headings and section order

Free local processing

Local mode runs an open model in the browser, so there are no per-token API charges and no commercial LLM key is required. If WebGPU is unavailable, the system automatically uses a CPU/WebAssembly model instead. CPU mode is more compatible but slower.

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Humanized0 words

Readability—Run analysis

Sentence variety—Run analysis

Repetition—Run analysis

AI-pattern signal*—Heuristic only

Writing insights

Add text and run an analysis to see recommendations.

Word preservation + free AI: Local AI runs in the browser using GPU acceleration when available or CPU/WebAssembly fallback when not, while DOCX files are edited in place at the OOXML text-node level. The original package is retained so styles, run formatting, fonts, sizes, tables, images, charts/graphs, infographics, headers/footers, page setup and embedded relationships remain intact. Complex field-code, tracked-change, drawing, table and reference-list paragraphs are conservatively left unchanged rather than risk corruption.