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What your invoice queue looks like when it stops waiting for a person.

How an AI employee would take on supplier invoices in a finance shared service, what it could earn by week six, and what stays with the finance team at every level.

At a glance
Function
Finance and AP
Organisation
A finance shared service, or any AP team with a supplier-invoice queue
Process
Supplier invoices for goods, services and contractors, across several business units
Volume
Around 2,000 supplier invoices a month, peaking at month end
AI employee
Invoice matching. Reports to the accounts lead; escalates to the Head of Finance
Timeframe
Two-week pilot, then a twelve-week run on the real queue
01 · The scenario

One queue, described so it can be measured.

Adjust to your volumes
OrganisationA finance shared service, or any AP team with a supplier-invoice queue
ProcessSupplier invoices for goods, services and contractors, across several business units
VolumeAround 2,000 supplier invoices a month, peaking at month end
ConnectedAP mailbox (read), purchase orders (read), receipts (read), finance SharePoint (file)
AI employeeInvoice matching. Reports to the accounts lead; escalates to the Head of Finance
Trust levelLevel 3 of 5 is a realistic target by week six
FloorPayments above the limit you set, new suppliers and changed bank details always stop with a person
TimeframeTwo-week pilot, then a twelve-week run on the real queue
02 · The situation today

Everyone can read an invoice. Nobody has time to be responsible for one.

Supplier invoices arrive in the AP mailbox in whatever format the supplier chose. The AP team opens each one, finds the order it belongs to, checks the goods or service was received, and works out why the numbers disagree when they do.

Most of them match. The month is spent on the ones that do not, and on chasing the budget holders who can explain them. By the time anyone asks why a particular invoice was paid, the reasoning sits in an email thread nobody can find.

Sound familiarA headcount request that was turned downAn audit question about a disputed approvalA duplicate payment that was caught late

What it usually looks like

01Every invoice is handled by a person, including the majority that match cleanly.
02Days from arrival to filed, and longer in the last week of the month.
03Disputes are settled by email. Audit answers are put together weeks later, from memory.
04A known supplier with new bank details is checked by whoever opens the email first.

You are not short of people who can read an invoice. You are short of people who can take responsibility for one.

03 · How it would be set up

One AI employee, hired on a job description the controller writes.

Nothing new is installed for the team. The AI employee is connected to the mailbox and the folders finance already uses, and only to those.

On day one it only reads and files. Every proposal waits for a person. Before anything runs, the controller sets two things, and both are recorded as decisions with their name on them.

01
A payment limit

Above it a person decides, at every trust level, in every configuration, including level five.

02
New suppliers and changed bank details

Anything the record has not seen before sits above the line by default, whatever the amount.

The books stay in the finance system. Xalios prepares work with the evidence attached. It does not move money.

Job description
Written with you on day two

“Match supplier invoices against purchase orders and receipts in the AP mailbox. Query anything that does not add up with the supplier or the budget holder. Report to the accounts lead.”

scopeInvoice matching, supplier queries
system accessAP mailbox (read), purchase orders (read), receipts (read), finance SharePoint (file)
authorityLevel 1, in training. Settle differences up to a limit you set, once trusted
reporting lineThe accounts lead
escalationAccounts lead, then Head of Finance
Approve the hireNothing runs until you do.
04 · How trust would be earned

Level 3 by week six is realistic. A week back at level 2 is normal.

Every promotion is the controller’s decision, based on the record of work the AI employee has done. A demotion is nobody’s decision. It happens on its own when quality slips, and the reason goes on the record.

LevelWhenStage
LEVEL 1Week 1
Read and file

Opens every invoice, pulls out the supplier, number, dates and totals, and files it where finance already files things. Changes nothing.

LEVEL 2Week 2
Match and flag

Matches the invoice to the order and the receipt, marks the match as clean or broken, and says which of the three disagrees.

LEVEL 3Week 6, typically
Query and chase

Raised by the controller after a run of approved matches. Clean matches file on their own. Queries to the supplier or the budget holder wait for approval before they are sent.

LEVEL 2When it happens
Automatic demotionautomatic

A price list change causes a few corrections in a day. The level drops to 2 on its own, with the reason attached, and the controller restores it once the new prices are in memory.

LEVEL 4When you decide
Prepare the payment run

Puts together the payment run, with clean matches below the limit grouped and ready. A person still releases it, so the segregation of duties stays as it is today.

05 · One invoice, end to end

Four steps. One of them a person’s, and it takes a minute.

One supplier invoice, from the moment it arrives to the moment it is filed. Nobody spends time on it until there is something to decide, and what reaches the accounts lead is a decision, not a pile of paperwork.

06:40
The invoice arrives

Invoice INV-4471 from a freight supplier lands in the AP mailbox overnight.

06:42
Read, matched, checked

Finds order PO-2210 and the signed-off delivery. Line items and total checked. Spots a $180 freight charge above the agreed rate. That is more than it is allowed to settle, so it stops.

held, above its authority$180 over · limit $150
06:43
Written up and escalated

Writes up what it found, attaches the invoice, the order and the rate card, and sends it to the accounts lead with a recommendation: query the supplier before approval.

09:15
The decision

The accounts lead reads the recommendation, agrees and approves. The query goes to the supplier and everything is filed where finance expects to find it.

What lands with the accounts lead is the exception and the reason. Not the invoice and a question.

06 · Two records, side by side

What the auditor would read, and what the controller reads on a Tuesday.

The same record, with no separate reporting layer. Both can be replayed. Six months later the order, the receipt and the rate card open as they were when the decision was made, not as they are today.

Invoice 41288 · matchedPrepared
didMatched to PO 9921 and goods receipt GR 4410. Totals agree to the penny.
becauseSupplier known for three years, bank details unchanged, value below the payment limit.
sourcesThe invoice PDF, the order, the receipt. Each one opens where it lives.
released byA person, on the payment run, with one click.
Invoice 41304 · disputedEscalated
did notDid not prepare it for payment. Held it and raised the exception instead.
becauseQuantity billed is 12. The receipt shows 9. No credit note on file for the difference.
draftedA query to the supplier quoting both line items, waiting for approval to send.
withThe buyer who raised the order, named, with the receipt attached.
07 · What would change

For the finance team, twelve weeks in.

Not fewer people. Paperwork stops getting in the way of judgement. The exceptions, the supplier relationships and the difficult calls stay with the people who are good at them, and the queue stops eating their week.

Today
With an AI employee on the queue
Today

Every invoice needs a person, including the majority that match cleanly.

With an AI employee on the queue

Only exceptions reach a person, and each one arrives with the evidence and a recommendation.

Today

The reasoning behind a disputed approval sits in an email thread nobody can find.

With an AI employee on the queue

Every decision can be replayed as it stood at the time, with the sources attached.

Today

Trust in automation is all or nothing, so it stays at nothing.

With an AI employee on the queue

Authority is earned for each kind of work, raised by the controller and withdrawn automatically when quality slips.

Today

A month-end crunch, and a headcount request that keeps being turned down.

With an AI employee on the queue

Capacity added by filling a role. The AP team spends its week on disputes and supplier relationships.

Today

Audit preparation is a fortnight of asking colleagues for screenshots.

With an AI employee on the queue

The audit pack is a by-product of the work, and the question about a disputed approval has an answer on the day.

08 · Outcomes after twelve weeks

What we would set out to prove on your real run.

Targets for a queue of this shape, agreed with you at the start of the pilot and measured on your real run.

60–75%of invoices prepared or filed with no person touching them
Same dayfrom arrival to filed, for a queue that takes days today
25–40%reach a person, every one with evidence and a recommendation
120–150hours a month returned to the AP team at around 2,000 invoices
0payments above the limit released without a named person
09 · What stays with your team

What stays with the finance team

The payment limit and the trust level

Both set and changed by the controller. Every change is itself a record with a name on it.

Judgement on the exceptions

Disputes, credit notes, early-payment decisions and anything involving a supplier relationship stay with the people who own the relationship.

The books

The finance system stays the system of record. Xalios hands it prepared work with the evidence attached, and never moves money.

10 · What internal audit would see

Open a decision from week three and get week three.

Most audit questions about invoices are questions about evidence: why was this approved, on what basis, and what did the approver know. A useful test at week twelve is simple. Pick ten decisions at random and ask for the reasoning.

01Every decision opens as it stood at the time: the order, the receipt and the rate card as they were, not today’s versions.
02The payment limit, every promotion and any automatic demotion are themselves on the record, each with a name and a reason.
03Anything odd a document tried to instruct is in the record, with the document that carried it.

The answer to “why was this paid” becomes a click, not an investigation.

decision 4471-areplay · 09:15
arrived
Invoice INV-4471, freight supplier, AP mailbox
knew
PO-2210; freight rate $4.20/kg, effective 01 Apr
permitted
Match and file; settle differences up to $150
decided
Held and escalated. Freight billed above the agreed rate
approved by
Accounts lead, 09:15
11 · Where it goes from there

One AI employee becomes an operating model.

The memory built on invoices, which suppliers, which price lists, which buyers own which orders, is the foundation the next role starts from. Each addition is faster than the last, and each one starts again at level 1 for its own kind of work.

01
Role 1first

Invoice matching

The pilot. Level 3 as the target, with preparing the payment run as the next step you can choose.

Level 3 as the target
02
Role 2next

Supplier queries

Drafts replies to suppliers from what the record already holds. Anything leaving the organisation waits for a person.

Starts at level 1. Faster than the first.
03
Role 3later

Statement reconciliation

Checks supplier statements against the ledger each month and lists the differences, with the invoice or credit note attached.

Starts at level 1. Faster again.
12 · Pilot scope

Bring last month’s run. We will show you the records it would have produced.

Two weeks, one AP mailbox, one finance drive, one group of suppliers. A controller for an hour a week, and the payment limit you would defend.

Start a pilot→