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Review legal drafts with a closer eye on AI

Lawyers should use an AI detector as a review aid that shows where to verify first, once firm policy confirms the upload is allowed. Scan drafts from outside your team with Winston AI, then check every citation, quotation and statement of law in highlighted passages. A clean scan never replaces normal pre-filing review. This is practical guidance, not legal advice.

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What lawyers check

  • briefs
  • motions
  • research memos
  • contracts
  • client correspondence
  • expert report drafts

Paste text or upload a .docx. Each report shows an overall score and a highlight on every sentence that reads as machine-written.

Key facts

  • A scan with no highlights means the text reads as human; it does not verify citations or statements of law.

  • Winston AI reports whether text is likely machine-written; it does not name the model or product that wrote it.

    Source: AI Detector

  • Paid plans add PDF, DOCX and TXT uploads, shareable PDF reports and team workspaces.

    Source: Pricing

  • Winston AI gives an overall AI score plus sentence-level highlights: red for likely AI, yellow for mixed signals.

    Source: AI Detector

What slows lawyers down

  • Drafts you have to stand behind

    Whoever signs a filing is responsible for what's in it. A generated passage missed in review can carry a citation or a quotation that doesn't hold up.

  • Work from many hands

    Briefs pass between associates, paralegals, contract attorneys and sometimes clients. It's hard to know which section came from where.

  • Confidentiality limits on tools

    Client material can't go just anywhere. You need to know your firm's rules before any text leaves your systems.

Drafts, research memos and client documents can now come from an AI tool as easily as from a colleague. Winston AI highlights passages that read as machine-written so a lawyer knows where to verify most carefully. This page offers practical steps, not legal advice: your firm's policies and the rules of your court always come first.

The duty to check doesn't change

However a draft was produced, the lawyer who files or sends it is responsible for its contents. Rules on AI use vary by court and jurisdiction, and they keep changing, so follow your firm's policies and the requirements of each court you appear before. A detection scan doesn't replace that review. It helps you decide where to spend your closest reading.

Practical steps for a careful review

  • Treat any statement of law, case citation or quotation in a flagged passage as unverified until you've read the source.
  • Don't skip yellow sentences: lightly edited generated text can still carry a wrong citation.
  • Keep drafts and version history, so you can show how a document developed if questions come up.
  • Agree inside the team on when AI tools may be used and how that use is recorded.

Where detection helps most

It's most useful on work you didn't draft yourself: a contract attorney's research memo, a first draft from a junior colleague, a letter a client wrote and wants you to review. Highlights point to the sections worth checking line by line, and a shareable report lets a supervising lawyer and an associate talk through the same passages. A clean result is not a substitute for cite-checking. For the limits of any score, see can AI detectors be wrong.

A review workflow for lawyers

  1. Step 1: Confirm what your firm allows

    Check your firm's technology and confidentiality policies, and any client instructions, before putting documents into an outside tool.

  2. Step 2: Scan drafts that came from outside your team

    Contract attorney work, client-supplied drafts and research memos are good candidates. Focus on the argument and statements of law.

  3. Step 3: Verify every citation in flagged passages

    Where highlights cluster, pull the authorities and check each citation, quotation and characterization against the source.

  4. Step 4: Discuss with the drafter and revise

    Ask how the section was produced, fix what needs fixing, and record the review in line with your firm's practice.

Questions from lawyers

Still unsure? Browse our guides or ask our team.

Is it safe to upload client documents to an AI detector?

It depends on your firm's confidentiality policies and client agreements, not only on the tool. Check with your firm's risk or IT team before scanning privileged or confidential material.

Can a detection report be used as evidence in court?

That's a legal question for your jurisdiction, and this page can't answer it. Inside a firm, treat the report as a review aid that shows you where to check citations and facts.

Does a clean scan mean a brief is ready to file?

No. A scan with no highlights only means the text reads as human. Every citation, quotation and statement of law still needs the normal review before filing.

Can a supervising partner see an associate's scans?

Yes, on a team plan. Scans and reports live in a shared workspace, so a supervising lawyer can review the same highlights. Set access to match your firm's rules for client files.

How other teams use it

Try it on the next piece you review

Paste the text, read the highlighted sentences, then decide what to ask next. Sign up free when you want to keep your reports.

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