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AI contract obligation extraction agent

An AI contract obligation extraction agent reads the agreement and picks out duties placed on your side and on the supplier, such as reporting, notices, audits, insurance and minimum purchases.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Executed contract
Schedules and amendments
Party roles
AI contract obligation extraction agentPrepared for review
  • ✓Obligation register
  • ✓Unclear duty list
  • ✓Owner assignment proposals
Handed toContract owner gets the register
3inputs it reads
6steps in the walkthrough
1point where a person decides
3outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Read signed contractAgent
  2. 2Find dutiesAgent
  3. 3Tag each dutyAgent
  4. 4Draft the registerAgent
  5. 5Owner confirmsPerson
  6. 6Store registerRecord

The agent reads the executed agreement and schedules.

Commitments are identified by clause and by party.

Each gets a type, an owner side and a due trigger.

A list of obligations is assembled.

The contract owner confirms and assigns internal owners.

Confirmed duties are saved against the contract.

The basics

What is an AI contract obligation extraction agent?

For each it records the responsible party, the action, the trigger or deadline and the clause it came from.

Read the full explanation

It separates one-off duties from recurring ones and marks those with a date, so they can be tracked once confirmed.

Where it breaks

Why this step is hard by hand

Obligations are scattered through contracts in ordinary sentences, not in a list. Once signed, the document is filed and its duties are forgotten until someone is in breach.

They sit inside clauses on every topic.

Teams note what the vendor owes and miss what they owe.

A duty may arise only after an event.

The original list is wrong after a change.

Without an owner, no one acts on it.

The path

How the agent does it

  1. 01Read the full agreement

    Cover the body, schedules and amendments so that conditional and referenced duties are included.

  2. 02Identify obligations

    Pick out sentences that create a duty, a deadline or a limit on either party.

  3. 03Structure each item

    Record the party, action, trigger, due date or frequency, and the source clause.

  4. 04Separate by type

    Group them as one-off, recurring, event-driven or ongoing restrictions.

  5. 05Confirm with owners

    Send the list to the contract owner to confirm, correct and assign.

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 dutiesObligations hide in prose across clauses.Duties are pulled from body text and schedules.
Who owesWhich party owes what is unclear.Each duty is tagged as ours, theirs or shared.
TriggersDue events are not recorded.Each duty has a trigger or date where one exists.
CompletenessReaders stop after the key clauses.The whole document is read, including schedules.
HandoverObligations stay with the negotiator.A register is passed to the people who must act.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    The owner confirms the listPeople decide which duties matter.
  • ✓
    Legal clarifies meaningA reviewer resolves unclear wording.
  • ✓
    Assignments are made by peopleEach duty needs a named person.
  • ✓
    Disputes over duties are humanThe agent does not argue breach.

Mistakes to avoid

  • ×
    Capturing vendor duties onlyYour own duties carry risk too.
  • ×
    Missing conditional dutiesThey only appear when an event occurs.
  • ×
    Skipping schedulesMany duties are in service or security schedules.
  • ×
    Extracting without ownersA list nobody owns does not change behaviour.

Not sure where contract obligation extraction 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. 1Choose key contracts

    Begin with strategic vendors.

  2. 2Extract and check

    Compare to a manual read.

  3. 3Assign owners

    Name a person per duty.

  4. 4Keep updated

    Update on amendment.

Signs you would benefit

Teams learn of obligations after missing them.
Duties are known only by the negotiator.
Vendor duties go unchecked.
No register exists after signature.
The numbers

How to measure it

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

Obligations with an owner

Rate (%) =
extracted obligations assigned to a named ownerobligations extracted× 100

This shows whether duties have someone responsible. Unowned obligations are the ones most likely to be missed.

  • List unowned items for the highest-value contracts first.
  • Review after each new contract is loaded.
Questions

Frequently asked questions

Quick answers to what people ask most about contract obligation extraction.

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What is contract obligation extraction?

It is the process of finding every duty, deadline and commitment in an agreement and recording who owes it, what is due and when, so it can be tracked.

Which obligations does the agent find?

Duties of both parties, including reporting, notices, audits, insurance, minimum purchases, renewals and data handling.

How does extraction differ from tracking?

Extraction creates the list from the document. Tracking follows each item through to completion after owners have confirmed it.

Does the agent decide that someone is in breach?

No. It records what the contract requires. Whether a duty was met or missed is a matter for people.

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Try contract obligation extraction 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.

  • People approve, sign and pay
  • Every action is logged
  • Start with a small sample