AI agentContracts

AI clause library lookup agent

An AI clause library lookup agent takes a clause topic or a passage from a draft and searches your approved library for the matching clause.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Draft contract text
Clause library entries
Usage notes
Deal type and jurisdiction
AI clause library lookup agentPrepared for review
  • ✓Clause type labels
  • ✓Matching library entries
  • ✓Difference markup
  • ✓Library gap list
Handed toLegal counsel receives matches and differences
5inputs it reads
6steps in the walkthrough
1point where a person decides
4outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Read the clauseAgent
  2. 2Identify its typeAgent
  3. 3Search the libraryRecord
  4. 4Show the matchAgent
  5. 5Lawyer choosesPerson
  6. 6Note the sourceRecord

The agent reads a clause in a draft contract.

It labels the clause, such as notice or confidentiality.

Approved wording for that type is found.

Library text appears beside the draft with differences marked.

Legal picks the library wording or accepts the draft.

The chosen library entry is recorded against the clause.

The basics

What is an AI clause library lookup agent?

It returns the standard wording along with the approved fallback variants, and states the conditions for each.

Read the full explanation

It records where each clause was used, so legal can see which wording is in circulation.

Where it breaks

Why this step is hard by hand

A clause library is only useful if people can find the right entry quickly. In practice they search folders, ask colleagues or copy from the last contract, and the approved wording is not what gets used.

Keyword search misses clauses filed under a different name.

Standard, fallback and strict versions look similar without notes.

The last agreement is quick to find but may use outdated wording.

The note on when to use a variant often sits in another document.

Legal cannot see which wording ended up in signed contracts.

The path

How the agent does it

  1. 01Understand the request

    The agent reads the topic, or the clause text pasted from a draft, to identify what is needed.

  2. 02Search the library

    It looks through approved clauses by meaning rather than exact words, so differently named entries are found.

  3. 03Return the standard and variants

    The preferred clause is shown first, followed by approved fallbacks and when each applies.

  4. 04Add the guidance

    Any drafting note or condition attached to the clause in your library is shown alongside it.

  5. 05Log the use

    The agent records which clause was retrieved for which contract, for legal to review.

Want to see this flow on your own items?

Bring a small sample and watch Flo work through it.

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Under the hood

Inside the work

AspectBy handWith the agent
Finding wordingLawyers search old contracts for the right clause.Agent retrieves approved wording by clause type.
ComparingDraft and standard text are compared by eye.Differences from the library text are marked.
ContextLibrary entries lack notes on when to use them.Usage notes and fallback links appear with each entry.
CurrencySeveral versions of the same clause circulate.Only the current approved entry is returned.
LearningNew wording never reaches the library.Accepted wording is listed for the library owner to consider.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Own the libraryLegal decides which clauses are approved and keeps them current.
  • ✓
    Choose the variantPeople decide which wording fits the deal.
  • ✓
    Approve new clausesLegal adds or changes entries.
  • ✓
    Retire old wordingThe team removes clauses that no longer reflect policy.

Mistakes to avoid

  • ×
    Treating search as selectionFinding a clause does not mean it suits the deal.
  • ×
    Leaving duplicatesTwo near-identical clauses make the right choice unclear.
  • ×
    Skipping version controlOld clause versions linger in the library.
  • ×
    Ignoring the guidance notesThe conditions for using a variant matter as much as the wording.

Not sure where clause library lookup fits in your process?

Talk it through with the team. We will map it to your steps and show where a person stays in control.

  • Works from a sample of your real items
  • Shows what Flo handles and what it hands over
  • No commitment to start
Rollout

Rolling it out

  1. 1Tidy the library

    Clean up versions and label each entry with a clause type.

  2. 2Lookup only

    Let lawyers use retrieval beside their own search.

  3. 3Add difference markup

    Show draft-to-library differences on live reviews.

  4. 4Feed the library

    Review accepted wording monthly and update entries by hand.

Signs you would benefit

Lawyers search old contractsClause wording is rewritten each time.
Library versions conflictNobody is sure which is current.
Library notes are missingEntries are misused.
New wording is lostIt never enters the library.
The numbers

How to measure it

Set your own baseline first. We do not publish benchmarks without a source you can check.
Metric 1

Clauses drawn from the approved library

Library use (%) =
clauses inserted from the libraryclauses added to drafts× 100

A low figure suggests the library is hard to use or incomplete. Look at which topics fall outside it.

  • Track by clause topic.
  • Note searches that returned nothing, as these show gaps.
Questions

Frequently asked questions

Quick answers to what people ask most about clause library lookup.

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What is a clause library lookup?

It is searching a company's approved clause bank for the right wording on a topic. It helps drafters use consistent language instead of copying from old contracts.

Does the agent write new clauses?

No. It retrieves approved wording and its variants. New or changed clauses are written and approved by legal.

How does it find a clause with a different name?

It searches by meaning, so a request for data deletion can match a clause titled return of information.

Can it show which variant to use?

It shows the conditions attached to each variant in your library. A person decides which one applies.

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Try clause library lookup on your own data

Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.

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  • Every action is logged
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