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SAP AI Agent · FI-AP · MM-IV Demo available

Automate SAP invoice processing with governed AI agents.

Turn supplier invoices from the AP mailbox into posted or parked SAP documents. The agent extracts every invoice, finds the purchase order even when none is printed, runs the three-way match, explains each variance and posts clean invoices through supported SAP interfaces, with exceptions routed to the right person.
  • Human-approved
  • ECC & S/4HANA
  • SOC 2 Type II
  • ISO 27001
Supplier invoice INV-88412 · Company code 1000agent active
  1. 01Invoice read from AP mailboxPDF attachment and email body read togetherExtracted
  2. 02Purchase order foundNo PO printed · linked by vendor, material and quantityLinked
  3. 03Three-way matchPO · goods receipt · invoice, line by line1 variance
  4. 04Price variance explainedLine 20: 2.1% above PO price · outside toleranceBuyer review
  5. 05Post or park in SAPWaits for the buyer's decision on line 20On hold

Illustrative example · not a production transaction

Triggered by
Invoice arrives in the AP mailbox
Reads
PDFs, scans, email, e-invoices
Validates against
POs, goods receipts, vendor master
Writes to SAP
Supplier invoices, posted or parked
Approved by
AP clerk, buyer or approver, by rule
Runs on
SAP ECC · SAP S/4HANA

Why it matters

Manual invoice entry slows AP and hides the real exceptions.

Clerks re-key invoices into MIRO, chase buyers about price and quantity differences, and still pay late or twice. The real problems sit in the same queue as everything else.

  • Manual keying

    Every invoice typed into MIRO

    Every supplier uses a different layout, so invoices wait for someone to key them, with typos along the way.Late posting → Missed discounts → Late fees
  • Missing PO

    Invoices without a PO number

    Suppliers leave out the PO or quote the wrong one, so clerks search SAP by hand before the match can even start.Searching → Parking → Delays
  • Unexplained variances

    Blocked with no reason given

    Price and quantity differences get blocked for payment, and nobody can see which line is wrong or who should fix it.Payment blocks → Supplier calls → Duplicate risk

How it works

Read. Validate. Decide. Act.

The same four steps as every Artificio agent. The agent does the research and the paperwork; your teams make the decisions.

  1. 01 · Read

    Read the invoice

    From the AP mailbox: PDFs, scans, email bodies and structured e-invoices.

    • Header and lines extracted with a confidence score
    • Invoice scenario classified, including service and non-PO
  2. 02 · Validate

    Match against SAP

    Finds the PO and goods receipt and runs the three-way match line by line.

    • Missing PO numbers found by vendor, material and quantity
    • PO lines already invoiced, parked or posted excluded
  3. 03 · Decide

    Explain every variance

    Each difference gets a reason and a suggested next step.

    • Price, quantity and tax differences explained per line
    • Tolerances and company code applied from your rules
  4. 04 · Act

    Post, park or escalate

    Clean invoices post; exceptions park or go to their owner.

    • Three tiers: auto-post, park for review, escalate
    • SAP document number and response recorded on the case

Worked example

An invoice with no PO number, from inbox to decision.

A supplier emails an invoice for bearings and seal kits without quoting a PO. Here is what the agent finds before anyone opens MIRO.

Invoice INV-88412 · Vendor 100231Extracted
Supplier
Acme Bearings Inc. (100231)email
Invoice date
28 Oct 2026pdf
PO reference
None printedpdf
Line 10
200 EA bearing 6205-2RS @ 4.85pdf
Line 20
50 EA seal kit SK-12 @ 9.80pdf
Net amount
USD 1,460.00pdf
PO found without a referencePO 4500021771

Matched on vendor, material and open quantity. PO 4500021771 has open lines for both materials, with goods receipts posted on 24 Oct.

Three-way match · PO 45000217711 variance
CheckResultWhy
Line 10 · quantity200 = 200Received in full on 24 Oct
Line 10 · price4.85 = 4.85Matches the PO price
Line 20 · quantity50 = 50Received in full on 24 Oct
Line 20 · price9.80 vs 9.602.1% above the PO price; outside your 2% tolerance
Tax codeI1From vendor and plant
Company code1000From the PO's plant
  • Line 10AP clerkMatched
  • Line 20 priceBuyer P07Waiting
  • PostingAgentOn hold

Nothing is posted until the buyer decides on line 20. If the buyer accepts the price, the invoice posts; if not, it is parked with the reason.

Illustrative example · names and values are fictional and depend on your SAP configuration

Inside the platform

Every case is traceable from start to finish.

The case shows who it is waiting for, what happens next, what the agent checked and exactly what each person is approving.

INV-88412 · Acme Bearings · USD 1,460.00 net
Received from the AP mailbox · Mon 2 Nov, 07:52 · agent version v5
Waiting for buyerDocumentsAuditRe-assess
CapturedMatchedVariance reviewPost in SAP
Now

Waiting for A. Chen (Buyer, P07) to accept or reject the price on line 20, asked Mon 2 Nov at 08:03.

Next

A reminder goes out tomorrow at 08:03. The invoice is due for payment on 27 Nov.

LineOwnerStatus
Line 10 · bearingsAP clerkMatched
Line 20 · seal kitsA. Chen · BuyerWaiting
Tax and totalsAP clerkChecked
PostingAgentOn hold
Question for A. Chen

Accept the invoice price of 9.80 for line 20? The PO price is 9.60 (2.1% higher, outside the 2% tolerance).

Accept priceReject and parkAnswer as authorized delegate
  • If no PO can be found

    Parked with candidates

    The invoice is parked and the clerk sees the closest PO candidates, with the reason each one did or didn't match.
  • If the goods receipt is missing

    Receiving asked, not guessed

    The agent asks the receiving team to confirm delivery instead of posting against an empty receipt.
  • If SAP rejects the posting

    The case stays open

    SAP's message is recorded on the case so the right person can correct the data and retry. Nothing is half-posted.

Recreation of the Artificio case screen · names and values are fictional

Capabilities

Invoice processing with governance built in.

Every invoice goes through the same checks, whatever the supplier, format or scenario.

  • Capture

    Any format, any supplier

    PDFs, scans and email bodies read without templates.
  • Link

    Invoices without a PO

    Found by vendor, material and quantity, with the reasoning shown.
  • Match

    Three-way match

    PO, goods receipt and invoice compared line by line.
  • Cover

    Service and non-PO invoices

    Service POs, framework orders and non-PO invoices routed by your rules.
  • Prevent

    Duplicate protection

    PO lines already invoiced, parked or posted are excluded.
  • Audit

    Complete history

    Extraction confidence, match result, decisions and SAP responses on every case.

Ownership

Each exception goes to the person who owns it.

You decide who handles each kind of exception. Whoever answers first decides, and anything without an owner goes to the AP lead.

  • AP clerk

    Low-confidence invoices

    Review of parked invoices and uncertain extractions.
  • Buyer

    Price differences

    Accept or reject prices outside tolerance.
  • Receiving

    Missing goods receipts

    Confirm what was actually delivered.
  • Requester

    Service confirmation

    Confirm that services were performed.
  • Tax

    Tax code questions

    Unclear or missing tax codes.
  • Approver

    Non-PO invoices

    Approval by cost center and amount.
  • Vendor master

    Bank or address changes

    Differences between invoice and vendor master.
  • AP lead

    Exceptions

    Unassigned items, rejected postings and a weekly summary.

Owners, rules and tolerances are configured to your organization and agreed for each deployment.

Controlled autonomy

Start with human oversight. Automate only when ready.

The agent proves itself on your real work before it writes anything to SAP. The platform measures how often your people agree with it, so you decide when to give it more room, case type by case type.

  1. Step 1Where every agent starts

    Shadow mode

    The agent proposes every action but writes nothing to SAP. Your people decide, and each answer counts toward the agreement rate.

  2. Step 2

    Approve, then act

    The required owners approve. The agent acts in SAP only when the last approval lands.

  3. Step 3

    Act by approved rule

    For case types you explicitly configure and approve, such as clean PO invoices within tolerance from suppliers you trust, the agent acts on its own and reports back.

Agreement with the agent · by case typeIllustrative
PO invoices, clean match
97%
Invoices without a PO
84%
Service invoices
71%
  • Approval rules are enforced by the platform, whatever the agent's instructions say
  • Nothing is posted while a variance question is open
  • SAP credentials never reach the agent or its instructions
  • Every value carries its source; approved values are locked

Governed agent runtime

Shared platform controls across every Artificio agent.

What makes this agent different is its configuration: its instructions, the tools it may use and the policies it works under. Reviewers, approvals, versions and audit work the same way for every agent you add.

Reviewers
Price differencesbuyers@yourco.com
Missing receiptsreceiving@yourco.com
Non-PO approvalapprovers@yourco.com
AP leadap-lead@yourco.com

Assigned reviewers

Decisions go to named owners or authorized teams, with reminders, and every email links back to the case.

Tools
Find purchase orderRead
Run three-way matchRead
Record a review decisionRead
Post supplier invoice in SAPAction

Read tools and Action tools

Gathering data is kept separate from changing SAP. Action tools are controlled and can require human approval before they run.

Instruction versions
v3ActiveTolerances updated
v2New plant added
v1Created from blueprint

Versioned instructions

Versions can't be edited, and each case keeps the version it started with, so a change never alters work in progress.

Recreations of Artificio platform screens

What we measure

Results you can see in your own numbers.

Every pilot tracks the same four measures from day one, so the business case comes from your data, not ours.

  • Touchless rate

    Share of invoices posted with no manual touch, by supplier and scenario.
  • Invoice cycle time

    From arrival in the mailbox to posted in SAP.
  • Exceptions explained

    Blocked invoices with a stated reason and owner, not a generic block.
  • Discounts captured

    Early-payment discounts taken versus available.

For SAP teams

Integrates with SAP ECC and S/4HANA through standard interfaces.

The agent reads and writes data through supported SAP interfaces, without modifying standard SAP objects and without replacing your existing governance.

Reads from SAP

Purchase ordersOpen lines, prices and quantities
Goods receiptsReceived quantities per PO line
Vendor masterVendor, bank and tax data
Invoices in SAPParked and posted invoices, to prevent duplicates

Writes to SAP

S/4HANAAPI_SUPPLIERINVOICE_PROCESS_SRV (OData)
ECC and service POsBAPI_INCOMINGINVOICE_CREATE1
ParkingInvoices parked with the reason when review is needed
ResponsesEvery SAP response recorded on the case for resolution or retry

ScopeThe exact interfaces, objects and fields in scope are confirmed for your SAP release and deployment during technical discovery. S/4HANA Cloud Public Edition is reviewed case by case, and some landscapes may need additional configuration.

Pilot approach

Start with one company code and a measurable scope.

A focused pilot in your QA or sandbox system proves the agent on your own data before anything reaches production.

  1. Phase 1

    Connect

    Review SAP edition, interfaces, authorizations and representative data.

  2. Phase 2

    Configure

    Agree one company code, the invoice scenarios in scope, tolerances and owners.

  3. Phase 3

    Pilot

    Run real invoices in shadow mode, including invoices without a PO and variances.

  4. Phase 4

    Expand

    Review the four measures, then add company codes, scenarios and autonomy.

Frequently asked questions

Questions SAP teams ask.

Can it handle invoices without a PO number?
Yes. The agent searches open purchase orders by vendor, material and quantity and links the invoice when it finds a confident match, showing its reasoning. If it can't, the invoice is parked with the closest candidates for a clerk to decide.
Which invoice types are supported?
Material PO invoices, service PO invoices, non-PO invoices and invoices without a printed PO number, among others. The scenarios in scope are agreed for each deployment.
How are duplicates prevented?
Before matching, the agent excludes PO lines that already have a parked or posted invoice and checks for repeated invoice numbers from the same supplier.
What happens when there is a price or quantity variance?
Each variance is explained per line. Differences within your tolerances can post; differences outside them go to the buyer or receiver who owns them, and the invoice posts or parks based on their decision.
Do we need an invoice management add-on?
No. The agent works with SAP through supported interfaces. It can also sit alongside an existing invoice management process.
Does the Invoice Processing Agent write to SAP without approval?
Not by default. Every agent starts in shadow mode, where nothing is written to SAP. After that, the required owners approve before the agent acts. Automatic action is only possible for cases you explicitly configure and approve.
Which SAP versions are supported?
SAP ECC and SAP S/4HANA. The exact interfaces and scope are confirmed for your release and deployment during technical discovery; S/4HANA Cloud Public Edition is reviewed case by case.

Security & compliance

Enterprise security across every agent

ISO 27001:2013 certified, SOC 2 Type 2 compliant, GDPR and HIPAA ready. Every agent action is logged and auditable, and SAP credentials stay in the platform's integration accounts.

  • ISO 27001:2013
  • SOC 2 Type II
  • GDPR ready
  • HIPAA ready

See it working

Two ways to get started.

Exploring

Request demo

See a supplier invoice go from the AP mailbox through PO matching and variance review to SAP, using sample data.

Request demo
Ready to evaluate

Discuss an SAP pilot

Scope a pilot on one company code and a defined set of invoice scenarios in your SAP QA or sandbox system, with the four measures agreed up front.

Discuss an SAP pilot