AI agentIntake-to-pay

AI purchase request intake agent

An AI purchase request intake agent accepts requests wherever employees already ask: a form, a shared mailbox or a message.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Intake form entries
Shared mailbox messages
Chat messages to a request channel
Attached quotes and order forms
AI purchase request intake agentPrepared for review
  • ✓Structured request record
  • ✓Field-level confidence flags
  • ✓Requester acknowledgement
Handed toClassification step receives the complete record
5inputs 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. 1Request arrivesRecord
  2. 2Read the textAgent
  3. 3Fill the recordAgent
  4. 4Flag unclear fieldsAgent
  5. 5Requester confirmsPerson
  6. 6Record handed onRecord

A form, email or chat message lands in the intake queue.

The agent reads the wording and any attached quote.

Free text becomes standard fields with source noted.

Low-confidence values are marked, not guessed.

The requester checks the summary and corrects it.

A complete record moves to the next step.

The basics

What is an AI purchase request intake agent?

It writes the result into one consistent record, so a quote pasted into an email and a form entry look the same downstream. Anything it could not read with confidence is marked rather than guessed.

Read the full explanation

It then passes the record on to classification, policy checks and routing, and tells the requester it has been received. It does not approve or reject anything.

Where it breaks

Why this step is hard by hand

Intake is where most procurement friction starts, because requests arrive in every format and rarely contain everything a buyer needs.

Requests arrive by email, chat, hallway conversation and forms, so some never reach procurement at all.

A sentence such as 'we need a tool for design' hides the vendor, the term and the cost, so someone has to rebuild it by hand.

Quotes, order forms and screenshots hold the price and term, but nobody keys them into the record.

Without a shared record it is unclear who has seen a request and who is waiting on whom.

They chase by message, which adds interruptions for the procurement team.

The path

How the agent does it

  1. 01Capture the request

    The agent picks up the submission from each intake channel and logs the time, requester and original wording.

  2. 02Read attachments

    It extracts vendor name, quoted amount, term and quantity from any quote or order form attached.

  3. 03Structure the record

    Details are mapped to standard fields such as [vendor], [amount], [term], [department] and [business reason].

  4. 04Mark gaps

    Fields it could not fill or was unsure about are flagged on the record for follow-up.

  5. 05Acknowledge and hand off

    The requester gets a confirmation and the complete record moves to classification and policy checks.

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
Entry pointsBuyers watch the mailbox, chat and form separately and miss some requests.One queue collects every channel with the original wording kept.
Attachment dataQuote figures are retyped by hand, or skipped.Vendor, amount and term are read from the attachment and cited.
Record shapeEach requester describes the need differently, so records vary.Every request lands in the same field layout.
Doubt handlingUnclear details are assumed or remembered informally.Uncertain fields are marked on the record for a person.
Requester feedbackRequesters ask by message whether anyone has seen it.An acknowledgement goes out on receipt with the captured summary.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Accepting the requestA person decides whether the need is valid and should enter the buying process at all.
  • ✓
    Judging unclear intentWhere the request could mean two different purchases, an analyst talks to the requester.
  • ✓
    Setting intake rulesProcurement chooses which channels are open and what counts as a complete request.
  • ✓
    Handling sensitive requestsAnything touching legal or security matters is reviewed by the right team.

Mistakes to avoid

  • ×
    Too many front doorsOpening every channel without a shared queue recreates the scatter the agent was meant to remove.
  • ×
    Trusting extracted values blindlyA misread quote total carries through every later step if nobody samples the output.
  • ×
    Demanding everything up frontA long form discourages requesters, who then buy outside the process.
  • ×
    No feedback to the requesterSilence after submission leads to duplicate requests and side-channel chasing.

Not sure where purchase request intake 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 channel

    Start with the form or the mailbox only, so the record layout settles before other channels join.

  2. 2Run in shadow

    Let the agent build records alongside the buyers' own notes and compare field by field.

  3. 3Add channels and attachments

    Bring in chat and quote reading once the first channel is trusted.

  4. 4Review misreads

    Keep a short log of corrected fields and adjust the field definitions each month.

Signs you would benefit

Requests live in several inboxesNobody can say how many are open without asking around.
Buyers retype quote figuresThe same data entry happens before every review.
Records differ by requesterDownstream steps keep guessing what a field means.
Requesters chase by messageProcurement time goes to status questions rather than buying.
The numbers

How to measure it

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

Intake completeness rate

Completeness (%) =
requests with all required fields at first capturetotal requests captured× 100

A rising rate means the agent and the form are capturing what downstream steps need. A falling rate usually points to a new request type the intake does not yet cover.

  • Break the rate down by channel to see which source sends the thinnest requests.
  • Review the most common missing field each month and adjust the intake prompts.
Questions

Frequently asked questions

Quick answers to what people ask most about purchase request intake.

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What does an AI agent do at purchase request intake?

It receives requests from different channels, reads the text and attachments, and builds one structured record. It marks anything unclear and passes the record on. It does not approve, reject or buy.

Can it take requests from email and chat as well as forms?

Yes, it can read free text from messages as well as form entries, as long as those channels are connected to the intake queue. Each is converted into the same record format.

What if the requester's description is vague?

The agent records what it can, flags the gaps and asks for the missing detail. A person reviews cases where the intent is still unclear.

Does intake replace the procurement team?

No. It removes the retyping and chasing at the front of the process. Analysts still judge the need, apply policy and make the decisions.

Try purchase request intake 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