Agents Autonomous
Operations / Contract comparison & review prep

Spot the change. Bring the passage to review.

Compare commercial documents against an agreed checklist and an approved version, with source passages for a commercial or legal reviewer.

Discuss your project Start with an outline, not a perfect brief.
Where it gets stuck

Contract comparison & review prep,
with the context attached.

A revised supplier agreement can move one important obligation into an attachment while leaving the familiar wording in place. A generic summary misses the relationship between versions, definitions, and the review checklist. The useful job is to organize differences and questions—not decide that a contract is safe to sign.

A good first scope

Choose one document type, a version to compare against, and a checklist maintained by your commercial or legal team. Use redacted material when sample review is agreed.

The workflow
  1. 01 / The starting point

    A supplier returns a revised services agreement and an attachment. The commercial owner provides the last approved draft and a checklist covering renewal, notice, payment, and service scope.

  2. 02 / The right context

    Align document versions and sections. Compare relevant wording, follow references into the attachment, and flag unreadable pages or a missing referenced schedule.

  3. 03 / Prepared for review

    Prepare a change table showing previous and current passages, checklist topics, and unresolved questions. A changed notice period appears as a finding, not an automatic rejection.

  4. 04 / A person decides

    The commercial owner checks business terms; counsel reviews legal questions. The output is an annotated comparison and reviewer decisions, with signing and any negotiated response outside the preparation step.

Tangible work

A useful working handoff

01

A version and checklist map

Document identities, attachments, review topics, and definitions of evidence that is missing, changed, or unclear.

02

A passage-linked comparison

Side-by-side source wording and proposed findings that reviewers can accept, edit, or dismiss without losing the original text.

03

A review record

Open questions, assigned reviewers, accepted findings, and an export that distinguishes AI preparation from professional conclusions.

A focused engagement

Define the job.
Test the handoff.

  1. 01

    Agree what to compare

    Set document types, reference versions, approved checklist topics, and the legal or commercial owner responsible for interpreting findings.

  2. 02

    Prepare differences, not verdicts

    Extract passages and cross-references, show changes in context, and mark incomplete comparisons rather than scoring the whole agreement “safe.”

  3. 03

    Validate against a human review

    Compare the prepared findings with the reviewer’s assessment. Include amendments, tables, missing schedules, and a clause whose meaning depends on a definition elsewhere.

How we would start

Map it. Test it.
Then decide.

Agree the trigger, source systems, reviewer, and acceptance criteria. Build the bounded preparation path, then test it with the person who will own it.

Include the awkward cases

Test altered numbering, a negation changed by poor text extraction, a referenced but absent attachment, and terms that contradict the main agreement. Incomplete evidence should be obvious before export.

Keep this boundary explicit

This is review preparation, not legal advice, a compliance opinion, or automatic approval of binding terms. Counsel and authorized commercial reviewers decide meaning, negotiation, acceptance, and signature.

See how acceptance evidence works ↗
A few useful answers

Before we begin.

Does it give legal advice?

No. It organizes textual evidence against an agreed checklist. Legal interpretation, jurisdiction-specific issues, and advice belong with qualified counsel.

Can it say a contract is ready to sign?

Not on its own. A complete-looking comparison is not legal or commercial approval; authorized reviewers must make that decision.

What if the new version changes the layout?

Matching should use document structure and source context, not page position alone. Renumbered clauses, tables, and missing attachments belong in the evaluation set.

A useful conversation starts here

Where does the work
get stuck?

Choose one document type, a version to compare against, and a checklist maintained by your commercial or legal team. Use redacted material when sample review is agreed.

Discuss your project