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← All use casesUse case report · FIN-03

What month end looks like when every supplier statement arrives already reconciled.

How an AI employee would take on supplier statement reconciliation 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, that receives supplier statements by email
Process
Statement reconciliation: matching each statement line to the ledger and explaining every difference
Volume
Around 350 supplier statements a month, most arriving in the first week
AI employee
Statement desk. Reports to the accounts lead; escalates to the Head of Finance
Timeframe
Two-week pilot, then a twelve-week run covering three month ends
01 · The scenario

One queue, described so it can be measured.

Adjust to your volumes
OrganisationA finance shared service, or any AP team, that receives supplier statements by email
ProcessStatement reconciliation: matching each statement line to the ledger and explaining every difference
VolumeAround 350 supplier statements a month, most arriving in the first week
ConnectedAP mailbox (read), purchase ledger (read), invoice and credit note records (read), finance SharePoint (file)
AI employeeStatement desk. Reports to the accounts lead; escalates to the Head of Finance
Trust levelLevel 3 of 5 is a realistic target by week six
FloorPosting to the ledger, paying anything and any message to a supplier always stop with a person
TimeframeTwo-week pilot, then a twelve-week run covering three month ends
02 · The situation today

Everyone can read a statement. Nobody has time to reconcile three hundred of them.

Supplier statements arrive by email in every layout a supplier can invent. Someone opens each one, ticks the lines off against the ledger, and works out why the supplier thinks it is owed more than the ledger says.

Most lines match. Month end is spent on the ones that do not: invoices never received, credit notes never applied, payments the supplier has not allocated. By the time the differences are explained, the next statements have arrived.

Sound familiarA supplier balance that has been wrong for three monthsAn invoice the supplier sent twice and the ledger shows onceA credit note nobody applied

What it usually looks like

01Statements are reconciled at month end, if there is time, and the big suppliers first.
02Differences are worked out in a spreadsheet that lives on one person’s desktop.
03Missing invoices are discovered when the supplier chases, not when the statement arrives.
04Nobody can say which supplier balances are agreed and which are not.

You are not short of people who can tick off a statement. You are short of the days it takes to tick off three hundred of them.

03 · How it would be set up

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

Nothing new is installed for the team. The AI employee is connected to the AP mailbox, the purchase ledger and the invoice and credit note records finance already uses, and only to those.

On day one it only reads and matches. Every difference it lists waits for a person to act on. Before anything runs, the accounts lead sets two things, and both are recorded as decisions with their name on them.

01
Which suppliers

Which supplier statements it works on first, and which balances a person always reviews before they are agreed.

02
What it may never do

It never posts to the ledger, pays anything or writes to a supplier. It lists the differences and the evidence, and a person acts.

The purchase ledger stays the system of record. Xalios reads it and reconciles against it. It does not post an entry.

Job description
Written with you on day two

“Match every supplier statement that arrives in the AP mailbox to the purchase ledger. List each difference with the invoice, credit note or payment that explains it, and flag the ones that need a person. Report to the accounts lead.”

scopeStatement matching, difference lists, missing document requests
system accessAP mailbox (read), purchase ledger (read), invoice and credit note records (read), finance SharePoint (file)
authorityLevel 1, in training. File agreed reconciliations on its own, 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 accounts lead’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 match

Reads each statement, matches the lines it can to the ledger, and lists the rest. Files nothing.

LEVEL 2Week 2
Explain the differences

Finds the invoice, credit note or payment behind each difference and says which side is missing what. A person checks every list.

LEVEL 3Week 6, typically
File the agreed ones

Raised by the accounts lead after a run of approved reconciliations. Statements that match in full are filed as agreed. Any difference still waits for a person.

LEVEL 2When it happens
Automatic demotionautomatic

A supplier changes its statement layout and a few lines are matched wrongly in a day. The level drops to 2 on its own, with the reason attached, and the accounts lead restores it once the new layout is in memory.

LEVEL 4When you decide
Draft the requests

Drafts the request to the supplier for a missing invoice or credit note. A person sends every one.

05 · One statement, end to end

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

One supplier statement, from the moment it arrives to the moment the balance is agreed. Nobody spends time on it until there is something to decide, and what reaches the accounts lead is a list of differences with the evidence, not a statement to tick off.

06:50
The statement arrives

A supplier’s month-end statement lands in the AP mailbox: 46 lines, balance $61,240.

06:53
Matched and listed

Matches 44 lines to the ledger. Lists two differences: an invoice for $3,180 the ledger has never seen, and a credit note for $420 the supplier has not applied. Holds the list for a person.

held, differences need a person2 lines open · $3,600 apart
06:54
Written up

Attaches the statement, the two ledger extracts and the credit note, and puts the list in the accounts lead’s queue with a suggested next step: ask the supplier for a copy of the missing invoice.

09:20
The decision

The accounts lead reads the list, agrees, and sends the request for the missing invoice. The reconciliation is filed with both differences open and explained.

What lands with the accounts lead is two differences and the evidence. Not forty-six lines to tick.

06 · Two records, side by side

What the auditor would read, and what the accounts lead reads at month end.

The same record, with no separate reporting layer. Both can be replayed. Six months later the statement, the ledger and the credit note open as they were when the balance was agreed, not as they are today.

Statement 0917 · agreedFiled
didMatched all 31 lines to the ledger and filed the reconciliation as agreed.
becauseEvery invoice on the statement is in the ledger at the same value, and every payment is allocated.
sourcesThe statement, the ledger extract, the payment allocations. Each one opens where it lives.
agreed byThe accounts lead, with one click.
Statement 0931 · openEscalated
did notDid not file. Held the reconciliation and raised the differences to a person instead.
becauseOne invoice for $3,180 is on the statement but not in the ledger, and a $420 credit note is in the ledger but not on the statement.
preparedThe difference list with the ledger extracts attached, and a drafted request for the missing invoice.
withThe accounts lead, named, with the supplier record attached.
07 · What would change

For the finance team, twelve weeks in.

Not fewer people. Ticking off stops getting in the way of explaining. Disputed balances, supplier relationships and the difficult calls stay with the people who are good at them, and month end stops being the week the statements pile up.

Today
With an AI employee on the statements
Today

Statements are reconciled at month end, big suppliers first, if there is time.

With an AI employee on the statements

Every statement is matched the week it arrives, whatever its size.

Today

Differences are worked out in a spreadsheet on one person’s desktop.

With an AI employee on the statements

Every difference is listed with the invoice, credit note or payment behind it.

Today

Missing invoices are found when the supplier chases.

With an AI employee on the statements

Missing invoices are found when the statement arrives, with the request already drafted.

Today

Nobody can say which supplier balances are agreed.

With an AI employee on the statements

Every reconciliation carries its own record: what matched, what did not, why, and who agreed it.

Today

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

With an AI employee on the statements

Authority is earned for each kind of statement, raised by the accounts lead and withdrawn automatically when quality slips.

08 · Outcomes after twelve weeks

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

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

80–90%of statement lines matched to the ledger without a person touching them
Same weekfrom statement arriving to differences listed, for a job that waits until month end today
10–20%of statements reach a person, each with the differences explained
50–70hours a month returned to the AP team at around 350 statements
0ledger entries posted or supplier balances agreed without a named person
09 · What stays with your team

What stays with the finance team

Which suppliers and the trust level

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

Judgement on the differences

Disputed balances, write-offs and anything involving a supplier relationship stay with the people who own the relationship.

The ledger

It stays the system of record. Xalios reads it and reconciles against it, and does not post an entry or pay anything.

10 · What internal audit would see

Open a reconciliation from week three and get week three.

Most audit questions about supplier balances are questions about agreement: was this balance agreed, on what evidence, and by whom. A useful test at week twelve is simple. Pick ten supplier balances at random and ask for the reconciliation.

01Every reconciliation opens as it stood at the time: the statement, the ledger and the credit notes as they were, not today’s versions.
02Which suppliers, every promotion and any automatic demotion are themselves on the record, each with a name and a reason.
03Anything odd a statement tried to instruct is in the record, with the document that carried it.

The answer to “is this balance agreed” becomes a click, not a month-end scramble.

decision 0931-areplay · 09:20
arrived
Statement 0931, supplier email, AP mailbox, 46 lines
knew
Ledger balance $57,640; 44 lines matched; invoice 7788 not in the ledger; credit note 2210 not on the statement
permitted
Match and list; file agreed statements; draft requests for a person to send
decided
Held with two differences listed and a request drafted
approved by
Accounts lead, 09:20
11 · Where it goes from there

One AI employee becomes an operating model.

The memory built on statements, which suppliers send what, which invoices go missing, which balances drift, 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

Statement desk

The pilot. Level 3 as the target, with drafting the requests to suppliers as the next step you can choose.

Level 3 as the target
02
Role 2next

Payment runs

Puts together the weekly payment run, holds anything unapproved and explains why it was held.

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

Supplier query desk

Answers supplier questions about payments and invoices from the record, drafted for a person to send.

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

Bring last month’s statements. We will show you the reconciliations it would have produced.

Two weeks, one AP mailbox, one group of suppliers, one month end. An accounts lead for an hour a week, and the list of balances a person always reviews.

Start a pilot→