Writing, documents and code

Understand, improve
and verify your work.

One workspace for writing, documents and code. Syft shows you what a piece of work is carrying, from AI signals to metadata, provenance, structure and history, with the evidence behind every finding and the tools to act on it.

Free to start · Writing, documents, code, notebooks and images

One workspace

One item, every lens that applies.

Add a draft, a document, a PDF, an image, a source file or a whole folder. Syft reads it in its own form and reports what it carries, finding by finding, with the evidence and the exact location beside each one.

Writing

AI signals with the passages behind them, writing measurements, structure and history. Then Improve, Humanize and Academic Voice to work on what you read.

Writing tools
A pasted draft with Syft's AI map on: sentences associated with AI-like evidence highlighted directly on the text

Documents & PDFs

Metadata, privacy exposure, provenance, structure and the history the file keeps, with Compare and Clean + Verify.

Document tools
Syft's Metadata inspector: identity, dates, software and editing history read from a document

Code & notebooks

Credentials left in source, paths that name your machine, outputs stored in notebooks, and the metadata a file keeps. A folder arrives as one project, tree intact.

Code tools
Syft reading a Python file: the flagged API key and machine path highlighted in the source

Images

Camera and software metadata, Content Credentials read as evidence, and a clean copy for sharing.

Image tools
Syft's Metadata panel for a photo: camera, software and capture details
Syft's Provenance panel for the same photo: the Content Credentials check and what it validates

Your files are read where they are. Syft Detect processes the text it needs on Syft's own servers and deletes it once the result is ready. See Security and Privacy for how processing and retention work.

How Syft handles your files

Syft Detect

See where writing reads as AI-generated.

Syft Detect reports a signal band for the whole piece and marks the passages that put it there, each with the pattern behind it. It is built for essay-like and academic prose in English.

The result
A signal band for the piece as a whole, with a content breakdown: AI-like, uncertain and human-like portions.
The evidence
The passages carrying the signal, marked in place, each with the pattern that produced it.

A detector result is not proof of authorship. Read it beside the passages, and decide for yourself.

AI-writing signal band · High signal

3 of 9 sentences in a sample document carry the signal. Read live by Syft’s engine on this page.

Writing analysis

Sentence variance, lexical diversity and cadence, measured as facts about the prose. These are the document-level signals the reading weighed, and how heavily it weighed each one.

Sentence-length variation
stronger weight
Model-favoured phrasing
moderate weight
Contraction rate
moderate weight
Punctuation variety
moderate weight
Lexical diversity
moderate weight

Quarterly Research Notes

2 flagged

Sediment samples from the leeward channel remain consistent with the five-year baseline. It is important to note that Note that these findings underscore the need for continued monitoring going forward. Furthermore, it It is essential to recognize that a proactive and comprehensive maintenance strategy will be crucial to ensuring long-term structural resilience. The commission should re-tender the joint work before the king tides in November.

  • It is important to note thatNote that

    Stock phrasing, said plainly

  • Furthermore, itIt

    A signposted connective the sentence stands without

Real proposals from Syft's Humanize engine. Nothing changes until you accept.

Improve and verify

Then do something about it.

A finding is the start of the work, not the end of it. Syft proposes specific changes you accept or reject, writes the result to a new copy, and checks that copy against the original.

Improve
Clarity edits drawn from Syft's own writing measurements: over-long sentences, heavy signposting, filler. One proposal at a time.
Humanize
Formulaic phrasing turned into natural wording, with meaning, numbers, quotations and citations preserved.
Academic Voice
A consistency check against a style profile built from samples you chose. Similarity of style, never evidence of authorship.
Compare
One version beside another: what changed in the text, the metadata, the privacy exposure and the structure.
Clean + Verify
Choose what comes out, written to a new copy. Verify rescans the copy and issues a before-and-after receipt.
More on Improve and Humanize

Academic Voice

See where a draft drifts from how you write.

Build a profile from work you deliberately choose. Syft measures a new draft against it (sentence length, hedging, formality, first person) and shows each difference beside your own reading.

A profile describes tendencies in writing you supplied. It is not proof of authorship and not an identity check.

How Academic Voice works

Similarity to your samplesLow

2 samples · 16 dimensions

Longer sentences than your typical range
Yours · Typically 6–23 words · avg 13.3Draft · Avg 18.8 words · 9 sentences
Differs
More assertive than your usual writing
Yours · Certainty markers in 0% of sentencesDraft · Certainty markers in 11% of sentences
Differs
Less first person than your samples use
Yours · First person in 57% of sentencesDraft · First person in 11% of sentences
Differs
More formal than your usual register
Yours · Moderately formalDraft · Formal
Differs
Harder to read than your usual writing
Yours · Grade level 4.8Draft · Grade level 11
Differs

And 11 more measured dimensions. A stated rule over the measured differences — not a model score, and never evidence of who wrote the text.

The loop

Read. Understand. Improve. Verify.

  1. 01

    Read

    Paste a draft, drop a file, or open something from a connected source. Syft reads it across every lens that applies to it.

    Band · High signal

  2. 02

    Understand

    Every finding names what it is, where it sits in the item, and the evidence behind it.

    Uses “it is important to note”

  3. 03

    Improve

    Review small, specific revisions. Accept the ones you agree with; reject the rest.

    It is important to note that → Note that

  4. 04

    Verify

    Re-run the analysis on the new copy, compare the two versions, and keep the receipt. Your original stays as it was.

    New copy · original unchanged

Pricing

Start free. Choose Pro when you need more.

Free

$0

  • 5,000 Syft Credits a month
  • Every lens on writing, documents, code and images
  • Syft Detect with passage-level evidence
  • Improve, Humanize, Compare, Clean + Verify, Report

Pro

$14.99/ month

or $149 / year ($12.42 / month, save 17%)

  • 50,000 Syft Credits a month · 10× Free
  • Larger files from connected sources (64 MB)
  • Everything in Free

Know what your work is carrying.

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