AI agentContracts

AI SOW review agent

An AI SOW review agent reads the statement of work and extracts scope, deliverables, milestones, roles, assumptions, fees and acceptance criteria.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Statement of work
Governing MSA
Project request or business case
Vendor rate card
AI SOW review agentPrepared for review
  • ✓Scope and deliverables summary
  • ✓Gap list against the MSA
  • ✓Milestone and fee record
Handed toBusiness owner gets unclear scope items
4inputs 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. 1Receive SOWRecord
  2. 2Read scopeAgent
  3. 3Check parent termsAgent
  4. 4Flag vague termsAgent
  5. 5Owner decidesPerson
  6. 6Track milestonesRecord

The statement of work arrives with a project request.

The agent lists deliverables, milestones and acceptance criteria.

The SOW is checked against its governing MSA.

Undefined deliverables and open-ended fees are marked.

The business owner and legal agree what to clarify.

Agreed milestones are logged for later invoice checks.

The basics

What is an AI SOW review agent?

It checks those against the parent master agreement and any rate card, so conflicts and gaps are visible before approval.

Read the full explanation

It prepares a short note for the requester and reviewer on what is unclear, what is missing and what to ask the supplier.

Where it breaks

Why this step is hard by hand

Statements of work are where services spend becomes concrete, and where ambiguity costs the most. They are often written by the project team and the supplier with little contract input.

Phrases like 'as needed' leave room for extra fees later.

Without clear criteria, nobody can say when a deliverable is done and payable.

The SOW may use rates or roles that differ from the MSA or rate card.

A supplier assumption about access or dependencies can shift risk to you.

Scope changes outside a formal process leave no record to check invoices against.

The path

How the agent does it

  1. 01Link to the parent agreement

    Find the MSA or framework the SOW sits under and load its rates, term and change rules.

  2. 02Extract the work definition

    Pull the scope statement, deliverables, milestones, dependencies and named roles.

  3. 03Check commercials

    Compare fees, rates, expense terms and payment triggers with the parent agreement and rate card.

  4. 04Look for gaps

    Flag missing acceptance criteria, undefined terms, open-ended assumptions and unclear ownership of outputs.

  5. 05Write the review note

    List issues in priority order with the source text and a suggested question for each.

Want to see this flow on your own items?

Bring a small sample and watch Flo work through it.

Book a demo
Under the hood

Inside the work

AspectBy handWith the agent
Scope clarityVague deliverables are noticed only when work starts.Undefined or subjective deliverables are flagged before signature.
Fee basisReviewers work out whether fees are fixed or time-based.The agent states the fee basis and any cap or lack of one.
AcceptanceAcceptance criteria are buried in prose.Acceptance wording and timing are extracted and shown clearly.
Link to MSAConflicts with the parent agreement surface late.Conflicts with the governing MSA are listed with both clauses.
Later checksMilestones live in a project plan, not in procurement.Milestones are recorded so invoices can be compared later.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    The requester defines the needPeople know what outcome the project must deliver.
  • ✓
    Finance approves the spendA person confirms the budget and the payment schedule.
  • ✓
    Legal resolves conflictsWhere the SOW and MSA disagree, a reviewer decides which wins.
  • ✓
    A person signsThe agent does not approve the SOW or authorise work to start.

Mistakes to avoid

  • ×
    Approving on the fee total aloneThe scope behind the number is what determines the real cost.
  • ×
    Leaving acceptance to goodwillDisputes arise when payment is tied to a vague 'completion'.
  • ×
    Ignoring dependenciesDelays caused by your own team may be billable under the wording.
  • ×
    Not checking the rate cardSmall rate differences repeat across many hours.

Not sure where SOW review 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. 1Pick one service category

    Start with consulting or implementation SOWs, where scope disputes are most common.

  2. 2Compare with the MSA

    Turn on the parent-terms check once the SOW read is trusted.

  3. 3Record milestones

    Feed agreed milestones into invoice checking.

  4. 4Review disputed SOWs

    Look back at disputes and tighten the flags.

Signs you would benefit

Scope disputesTeams argue over what was bought.
Surprise invoicesTime-based fees run without a cap.
Approvals without contextFinance approves without seeing milestones.
Orphaned SOWsWork runs without a parent agreement.
The numbers

How to measure it

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

SOW change rate

Rate (%) =
SOWs needing a change orderSOWs signed× 100

This shows how often scope was unclear enough to need a later change. A high rate points to weak upfront scoping or loose wording.

  • Track by supplier to see who tends to need change orders.
  • Pair it with variance between SOW estimate and final invoice.
Questions

Frequently asked questions

Quick answers to what people ask most about SOW review.

Book a demo
What is a statement of work review?

It is the check of a SOW for clear scope, deliverables, acceptance, fees and consistency with the governing agreement. The aim is to remove ambiguity before work and billing begin.

What does an AI agent look for in a SOW?

It looks for vague scope language, missing acceptance criteria, rates that differ from the MSA, open assumptions and unclear payment triggers.

Does the agent approve a SOW?

No. It reports what it found. The requester, budget owner and legal reviewer decide, and an authorised person signs.

Why compare a SOW with the MSA?

The MSA often holds the rates, liability and change rules. A SOW that contradicts it can create disputes about which terms apply.

Try SOW review 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