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AI Agents for SAP Accounts Receivable

Apply every customer payment to SAP. Matched and reconciled.

Artificio's AI agents read customer remittances and statements in any format, match every payment and line to your SAP open receivables, and surface what doesn't tie out (short pays, deductions, and unapplied cash), so cash gets applied faster and disputes surface early.

Calculate your savingsWatch a payment reconcile live
  • Built for high-volume AR teams
  • SOC 2 Type II
  • ISO 27001
  • Runs on SAP ECC & S/4HANA
CUSTOMER-PO · PO-4471.pdfSAP ORDER 0000229114
  1. 01Captured from the order mailboxPO read from email body + attachment togetherEXTRACTED 99.1%
  2. 02Customer & material resolvedsold-to / ship-to · customer part → SAP materialSOLD-TO 0010042215
  3. 03Priced & checked for availabilitypricing from SAP · ATP confirmed line by line14 LINES PRICED
  4. 04Order created in SDsales order via BAPI · confirmation to customerCREATED IN SAP
  • Cut manual cash application & AR reconciliation by up to 90%
  • Read remittances & statements from any layout: PDF, Excel, or scan
  • Match line by line against SAP customer open items automatically
90%+Auto-applied cash
10xFaster cash application
99%+Extraction accuracy
ECC & S/4SAP supported
PDF · Excel · Scan · EDIAny remittance format

Business case

See what manual cash application is costing you.

Adjust the numbers to match your AR team. The estimate updates instantly.

Your reconciliation volume

Based on fully-loaded AR clerk cost and time saved per remittance.

500
20
$62,000
90%

Estimated annual savings

$53,654

Hours returned per year
1,800 hrs
AR capacity freed
0.9 FTE
Typical payback
3 months
Get this modeled on your real data

Directional estimate. Assumes 12 months. Excludes the working-capital value of lower DSO and faster dispute resolution, we'll model those on the demo call.

What it does

Every customer payment: read, matched, and applied against SAP.

Remittances and statements arrive as PDFs, spreadsheets, EDI 820s, and lockbox files in every layout imaginable. Artificio reads them all, matches each line against your SAP customer open items, categorizes what doesn't tie out, and hands your team clean cash application with only the real exceptions to work. No eyeballing remittances against FBL5N, no manual clearing.

  • Any format

    Remittance intake

    • Remittance advice PDFs
    • Excel & CSV statements
    • EDI 820 & lockbox files
    • Scanned & emailed remittances
  • Against live SAP

    Match & apply

    • Line matched to SAP open items (FBL5N)
    • Invoice number, amount & date comparison
    • Partial & split payment handling
    • Currency & tolerance handling
  • AR

    Categorize & resolve

    • Short pays & overpayments flagged
    • Deductions & unapplied cash detected
    • Disputes routed with reason & evidence
    • Full audit trail on every match

Why it catches

The exceptions that tie up cash: surfaced automatically.

Manual cash application misses things when volume is high. Artificio checks every line and categorizes each break so cash gets applied and disputes surface fast.

  • Amount mismatch

    Short pays & overpayments

    • Payments that don't tie to the SAP open item
    • Partial payments matched to the right invoice
    • Quantified for fast follow-up
  • Customer deductions

    Deductions & chargebacks

    • Deductions identified and categorized by reason
    • Routed as disputes with the backup attached
    • Surfaced early, before they age
  • Unapplied

    Unapplied & on-account cash

    • Payments with no clear invoice match
    • Held as unapplied rather than force-cleared
    • Resolved before it clogs the ledger

How it fits

From a customer remittance to a reconciled SAP receivable.

One flow that both your AR and SAP teams can follow end to end.

Remittance PDF
Excel / CSV
EDI 820
Lockbox file
Artificio AI Agentsread · match · categorize
SAP open itemsFBL5N · amount · date · status
SAP ECC FI-AR
SAP S/4HANA
✓ Cash applied

Why Artificio

Not OCR with extra steps. An AI agent that understands SAP.

Traditional capture tools stop at reading a remittance. Artificio understands each line, matches it against your live SAP open items, and categorizes the breaks. The cash-application work that actually takes an AR clerk's time.

CapabilityManual entryTraditional OCRArtificio
Reads PDF remittances✓✓✓
Handles any remittance layout✓✗✓
Matches lines to SAP open items✓✗✓
Handles partial & split paymentsmanual✗✓
Categorizes deductions & short paysmanual✗✓
Requires per-template setupn/a✗ needednone
Routes disputes with evidence✗✗✓
Scales without added headcount✗partial✓

Implementation

Live in four weeks: no SAP core changes.

Artificio connects through standard SAP interfaces, so there's no ABAP development and no risk to your clean core.

  1. 1Week 1

    Connect SAP

    Secure connection via OData / RFC. Read access to customer open and cleared items. No core changes.

  2. 2Week 2

    Set your rules

    No model training. The vision model already reads any remittance. You just define the matching rules, tolerances, and deduction reason codes.

  3. 3Week 3

    Pilot

    Apply cash in parallel. AR reviews the matches and exceptions and tunes tolerance thresholds.

  4. 4Week 4

    Production

    Switch on auto-application for clean lines; deductions and short pays route to AR, categorized with evidence.

For SAP teams

Matched against FI-AR through standard SAP interfaces: no screen-scraping.

Artificio reads customer open and cleared items through the same interfaces your SAP team already trusts: BAPI_AR_ACC_GETOPENITEMS, OData, and RFC. It compares each remittance line against your live SAP open items (not a stale export), and every match and exception carries a full audit trail. Reconciliation stays read-only against SAP unless you choose to post clearing.
  • BAPI
  • OData
  • RFC
  • REST
  • FBL5N
  • FI-AR

What this looks like in practice

From a customer remittance to applied cash.

A high-volume AR team runs incoming customer remittances through Artificio. Each line matched against SAP open items, deductions and short pays categorized by reason. Clean lines apply automatically; real exceptions arrive on the AR desk as disputes with the reason and backup attached.

8,000
remittances / year reconciled
93%
cash auto-applied
20 min → 90 sec
per remittance
Read the case study

Questions AR & SAP teams ask

Answers before the demo.

Does it work with SAP ECC?
Yes. Artificio reconciles against ECC 6.0 today via OData and RFC. No upgrade required. The same workflows carry forward when you move to S/4HANA.
Does it support S/4HANA?
Yes: on-premise and private cloud S/4HANA, through OData and BAPI, covering both ECC and S/4 across a hybrid landscape from one platform.
Do we need to train it on our remittances first?
No. There's no model training and no template building. Artificio uses a vision language model that already understands documents, guided by the matching rules you define. It reads remittances from new customers on day one: you're configuring rules, not waiting for a learning phase.
How does it match a payment to SAP open items?
The agents compare each remittance line to your SAP customer open items by invoice number, amount, and date, applying the tolerances you set. Lines that match within tolerance apply; anything outside it is categorized as an exception rather than force-matched.
Does it handle partial payments and deductions?
Yes. Partial and split payments are matched to the right invoices, and deductions are identified and categorized by reason so they can be routed as disputes rather than left as unexplained short pays.
Does it post clearing to SAP, or is it read-only?
By default reconciliation is read-only. It reads open items and produces cash application with categorized exceptions. Posting clearing entries is optional and fully under your control, so it fits AR teams that require a human to approve every posting.
Does it work with lockbox and EDI 820 files?
Yes. Alongside PDF and Excel remittances, it reads lockbox files and EDI 820 remittance advice, normalizing them to the same matching flow against SAP.
Does it require SAP customization or ABAP development?
No. Artificio connects through standard interfaces (OData, BAPI, RFC) with no core changes and no custom ABAP, protecting your clean-core strategy.
How long is implementation?
Typically four weeks: connect, configure your rules and tolerances, pilot in parallel, then switch on production. No model training and no core SAP changes are involved.

Not ready for a demo?

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Security & compliance

Enterprise security across every solution

ISO 27001:2013 certified, SOC 2 Type 2 compliant, GDPR and HIPAA ready. Every agent action is logged, auditable, and runs in isolated environments.

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

Live demo

See your own remittances reconciled against SAP.

Send us ten real customer remittances. We'll show them read, matched against SAP open items, and categorized by exception type in a sandbox, live on the demo call.

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