AI agentIntake-to-pay

AI supplier query response agent

An AI supplier query response agent reads a supplier's question, identifies the invoice or payment it refers to, and looks up the status in AP records and approval workflows.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Supplier emails
Invoice status
Payment schedule
Exception notes
AI supplier query response agentPrepared for review
  • ✓Draft reply
  • ✓Routing to buyer or AP lead
  • ✓Query tally
Handed toAP specialist receives drafts to approve
4inputs it reads
5steps in the walkthrough
2points where a person decides
3outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Read supplier queryAgent
  2. 2Find the invoiceRecord
  3. 3Draft replyAgent
  4. 4AP specialist reviewsPerson
  5. 5Send and logPerson

Opens a question about invoice or payment status.

Links it to the invoice and its current state.

Writes a plain-language status answer.

A person edits and approves the reply.

The reply is sent and kept with the invoice.

The basics

What is an AI supplier query response agent?

It drafts a reply that states what is known, what is waiting and on whom, using plain wording and only facts it can see.

Read the full explanation

It does not promise payment dates it cannot confirm. A person reviews the draft, adds anything needed and sends it.

Where it breaks

Why this step is hard by hand

Suppliers ask the same questions repeatedly, and finding the answer means searching several tools while the supplier waits.

Status requests fill the inbox.

Staff check the ERP, approval tool and mailbox.

Different people give different wording and promises.

A rash date becomes an expectation.

Unanswered queries come back with stronger tone.

The path

How the agent does it

  1. 01Read the query

    Identifies the question type, such as status, hold reason, remittance or missing document.

  2. 02Find the record

    Matches the query to the invoice or payment using references, amounts and vendor.

  3. 03Look up status

    Reads the stage, approver, hold reason and any known dates.

  4. 04Draft the reply

    Writes a factual answer in clear wording, naming what is outstanding.

  5. 05Queue for review

    Presents the draft to AP for checking, with the facts it used.

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
ReadingQueries are read and the invoice looked up by hand.The invoice is identified from the message and shown.
AnswerEach reply is written from scratch.A draft states status, reason and next step.
ConsistencyAnswers differ by person.Wording follows the same pattern.
BacklogQueries pile up during month end.Answerable queries are drafted ahead.
InsightCommon questions are never counted.Query types are tallied.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    AP staff send the replyThey check facts and tone.
  • ✓
    Managers set what can be sharedTeams decide how much status detail suppliers see.
  • ✓
    Approvers decide on timingOnly they can release an approval.
  • ✓
    People handle sensitive queriesDisputes and bank changes need care.

Mistakes to avoid

  • ×
    Quoting payment dates without evidenceDates change.
  • ×
    Sharing internal notesReplies should contain facts suited to suppliers.
  • ×
    Answering from memoryCheck the record each time.
  • ×
    Ignoring repeat queriesThey show a process problem.

Not sure where supplier query response 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. 1Draft only

    Start with drafts for one mailbox and send nothing automatically.

  2. 2Add status lookups

    Show invoice state beside each query.

  3. 3Group queries

    Combine repeated questions.

  4. 4Review themes

    Use query counts to find process fixes.

Signs you would benefit

Where is my payment is constantStaff answer the same question daily.
Replies varyVendors get different messages.
Month end overwhelms the teamReplies are late.
Causes are hiddenQueries come from delays upstream.
The numbers

How to measure it

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

Supplier query response time

Average response time (hours) =
sum of hours from query received to reply sentnumber of queries answered

Use it with the count of repeat queries on the same invoice, which shows whether answers were useful.

  • Break out queries by type.
  • Count queries that needed an internal chase.
Questions

Frequently asked questions

Quick answers to what people ask most about supplier query response.

Book a demo
What is supplier query response?

It is answering suppliers' questions about invoices and payments, such as receipt, status, hold reasons and remittance details, accurately and promptly.

Can the agent promise a payment date?

No. It states the status from the record. Payment dates are confirmed by people who control the payment run.

How does it find the answer?

It matches the question to the invoice or payment and reads status from AP records and workflow. It shows the facts it used so a reviewer can check them.

Is every reply reviewed?

Your team decides. A sensible start is for a person to review every reply, relaxing that for simple status answers only if your team chooses to.

Try supplier query response 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