AI agentSourcing and negotiation

AI price increase detection agent

An AI price increase detection agent compares each invoice line with the contract rate card and the previous invoices to find changes in unit price, fees and quantities.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Invoices and statements
Contract rates and caps
Vendor price notices
Usage data
AI price increase detection agentPrepared for review
  • ✓Increase alerts
  • ✓Rate, volume and mix split
  • ✓Draft vendor query
Handed toProcurement lead receives alerts
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. 1Read price historyRecord
  2. 2Compare to termsAgent
  3. 3Detect an increaseAgent
  4. 4Find the causeAgent
  5. 5Owner reviewsPerson
  6. 6Draft queryAgent

Collects past invoices and contract prices.

Checks each charge against agreed rates and caps.

Flags rises above agreed uplift or without notice.

Separates volume, mix and rate changes.

Procurement decides whether to dispute.

Prepares a query to the vendor.

The basics

What is an AI price increase detection agent?

It checks whether a flagged rise is allowed by an uplift clause, and by how much, and marks unexplained increases.

Read the full explanation

It prepares an evidence note for the owner, who decides whether to query the vendor. The agent does not dispute or withhold payment.

Where it breaks

Why this step is hard by hand

Price rises are often small, regular and buried in invoice detail. They pass through approval because nobody compares line by line.

Small increases go unnoticed across months.

Vendors apply increases that the agreement does not permit.

Fees are added or renamed so comparison fails.

Advance notice of increases arrives to the wrong inbox.

Without a contract rate on file, a rise cannot be proved.

The path

How the agent does it

  1. 01Establish the baseline

    The agent records contract rates and prior invoice prices.

  2. 02Compare each line

    It checks unit price, fees and quantity against the baseline.

  3. 03Test the clause

    It reads uplift and indexation terms to see whether the change is allowed.

  4. 04Classify the change

    It marks each as permitted, unexplained or outside terms.

  5. 05Prepare the note

    It writes an evidence summary for the owner.

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
DiscoveryIncreases are noticed when someone queries a bill.Rises are caught as invoices arrive.
Rate versus volumeHigher bills are blamed on volume.Rate, volume and mix effects are separated.
Contract checkCaps are not compared.Each rise is checked against uplift terms.
NoticeVendor notices are missed.Price notices are matched to charges.
RecoveryOvercharges are not claimed.Overcharge queries are prepared.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Querying the vendorThe owner raises the issue.
  • ✓
    Payment decisionsFinance decides whether to hold or pay.
  • ✓
    Contract readingLegal interprets unclear clauses.
  • ✓
    Accepting risesPeople decide when an increase is fair.

Mistakes to avoid

  • ×
    Checking only totalsLine-level rises hide inside.
  • ×
    No baselineDisputes need proof.
  • ×
    Paying and forgettingOvercharges recur.
  • ×
    Assuming indexationTerms vary.

Not sure where price increase detection 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. 1Load the rates

    Capture agreed prices.

  2. 2Match invoices

    Compare each charge.

  3. 3Add notices

    Link vendor notices.

  4. 4Act on alerts

    Set a path for disputes.

Signs you would benefit

Bills creep up with no explanation.
Nobody compares invoices with contract rates.
Vendor notices are lost.
Increases are discovered at renewal.
The numbers

How to measure it

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

Price increases reviewed against contract

Reviewed increases (%) =
detected price increases checked against the contractdetected price increases× 100

This shows whether flagged rises are being tested rather than ignored. It does not show whether they were recovered.

  • Track unexplained rises by vendor.
  • Measure time from detection to review.
Questions

Frequently asked questions

Quick answers to what people ask most about price increase detection.

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What is price increase detection?

It is the identification of vendor charges that are higher than earlier invoices or contract rates, so that they can be checked before being accepted.

Does the agent dispute invoices?

No. It flags and documents. People decide whether to query the vendor or hold payment.

What does it need?

Contract rates and invoice history. Without a rate on file, it can compare only with earlier invoices.

How is it different from duplicate invoice detection?

Duplicate detection finds the same charge billed twice. Price increase detection finds a charge billed at a higher price.

Try price increase detection 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