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AI Automation for SAP PP

A paperless shop floor, confirmed straight into SAP.

Your operators fill out time tickets and confirmation slips by hand, then someone keys them into SAP hours or days later. Artificio captures those shop-floor documents and posts them as SAP production-order confirmations automatically: time, quantities, scrap, and the goods movements that go with them.

  • Built for manufacturing
  • SOC 2 Type II
  • ISO 27001
  • ECC & S/4HANA
TIME-TICKET · order 60003417→ SAP PP CONFIRMATION
  1. 01Slip captured on the floorscan, photo, or batch uploadREAD 98.7%
  2. 02Order & operation matchedorder, operation, work centerOP 0020
  3. 03Validated against SAPyield + scrap, within toleranceVALID
  4. 04Confirmation postedtime, qty & goods movementCONF 12000934
  • Capture handwritten time tickets & confirmation slips: no keying
  • Posted as SAP PP confirmations against the production order
  • Real-time order status instead of a day-late backlog
Real-timeOrder status
90%+Touchless confirmations
0Manual re-keying
Hours→minFloor-to-SAP lag
PaperlessShop floor

Business case

See what manual confirmation entry is costing you.

Adjust the numbers to match your shop floor. The estimate updates instantly.

Your confirmation volume

Based on fully-loaded admin cost and the keying time saved per slip.

4,000
4
52,000
90

Estimated annual savings

$72,000

Hours returned per year
2,880 hrs
Admin capacity freed
1.4 FTE
Typical payback
3 months

Directional estimate. Assumes 12 months. Excludes the harder-to-price value of accurate WIP and on-time order costing, we'll model both on the demo call.

Shop-floor document → SAP action

Every slip becomes the right SAP posting.

Artificio recognizes what a shop-floor document is and posts the matching SAP PP transaction against the production or process order. Time, quantities, scrap, and goods movements flow into SAP as confirmations automatically, without the need for a specialist to key them in.

Time ticket / job cardLabor & machine hours
Time confirmation · CO11N
Production confirmation slipGood qty & scrap
Qty confirmation · CO15
Order traveler / routing sheetMulti-operation
Operation confirmations
Material issue slipComponents consumed
Goods issue · 261
Finished goods slipCompleted output
Goods receipt · 101
Scrap / rework sheetReason coded
Scrap confirmation

Transaction codes and movement types shown as examples; posting is configured to your PP setup (discrete, process, or repetitive manufacturing).

The confirmation

One slip. A complete, validated PP confirmation.

Artificio doesn't just read the ticket. It builds the full confirmation SAP expects. It matches the order and operation, applies your yield and scrap logic, triggers the backflush and goods receipt, and posts it all as one clean confirmation against the production order.

Operators keep working the way they always have. Planners and supervisors get an SAP that reflects the floor in near real time: accurate WIP, order progress, and cost.

  • Production order60003417
  • Operation0020 · Mill
  • Machine / labor2.4h / 2.0h
  • Yield / scrap48 / 2
  • PostedCONF 12000934 ✓

The problem with paper on the floor

The shop floor still runs on paper. SAP finds out later.

On most floors, operators record what they did: hours worked, good and scrap quantities, operations completed, on paper tickets and travelers. Those slips get collected, batched, and typed into SAP by an admin at the end of a shift or the next morning. Until then, SAP is out of date: production orders look unconfirmed, WIP is wrong, capacity and scheduling run on stale numbers, and payroll or costing waits on a keypunch backlog. Artificio removes the keypunch step entirely. The paper still works for operators, but it flows into SAP PP as confirmations automatically.

  • Capture

    From the floor, as it happens

    • Handwritten time tickets & job cards
    • Production & confirmation slips
    • Travelers / routing sheets
    • Scan, mobile photo, or batch upload
  • Understand

    Read & matched to the order

    • Order, operation, and work center
    • Setup / labor / machine time
    • Yield, scrap, and reason codes
    • Validated against the SAP order
  • Confirm

    Posted as a PP confirmation

    • Time & quantity confirmation to the order
    • Auto goods receipt / backflush
    • Exceptions routed to a supervisor
    • Full audit trail on every posting

How it fits

From a paper time ticket to a posted SAP confirmation.

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

Time ticket
Job card
Confirmation slip
Traveler
Artificio AI Agentsread · match · confirm
Order & operation checksorder · operation · work center · yield
SAP ECC
SAP S/4HANA PP
✓ PP confirmation

Why Artificio

No MES rollout. No terminals on every machine. Just the paper you have.

The usual ways to get the floor into SAP are a heavy MES/MDE project or barcode terminals at every station: big cost, long timelines, and change management. Artificio automates the paper trail you already run, so you get a paperless-to-SAP floor without re-equipping it.

CapabilityManual keypunchMES / terminalsArtificio
Uses your existing paper slips✓✗ replaces them✓
Reads handwriting & any layouthuman✗✓ vision AI
Floor-to-SAP lag✗ hours/daysreal-timeminutes
Posts PP confirmations to SAPby handintegration✓
Auto goods movement / backflushmanualvaries✓
Capital / hardware needednone✗ terminalsnone
Time to deployn/a✗ months+~weeks
Runs on existing ECC, no ABAPn/avaries✓

What changes

A floor that reports itself.

Removing the keypunch step doesn't just save admin time. It changes what everyone downstream can see and trust.

  • For operations

    Real-time order status

    • Confirmations minutes after the slip, not next day
    • Accurate WIP and order progress
    • Scheduling on current data
    • No end-of-shift keypunch backlog
  • For finance & costing

    Accurate order costs

    • Labor & machine time captured correctly
    • Scrap and yield reflected as they happen
    • Cleaner variance analysis
    • Fewer month-end corrections
  • For the admin team

    The keypunch job disappears

    • No manual data entry of slips
    • Only exceptions to review
    • Legible or not, the AI reads it
    • People redeployed off data entry

Implementation

Live in weeks: no SAP core changes, no new hardware.

Artificio connects through standard SAP interfaces, so there's no ABAP development and nothing to install on the floor.

  1. 1Week 1

    Connect SAP PP

    Secure connection via OData / RFC. Read access to production orders, operations, and work centers. No core changes.

  2. 2Week 2

    Map your slips

    No model training. Point Artificio at your time tickets and confirmation slips and set yield, scrap, and backflush rules.

  3. 3Week 3

    Pilot on a line

    Run real slips from one line or work center in parallel. Supervisors review every confirmation before it commits.

  4. 4Week 4

    Roll out

    Switch on straight-through confirmation across lines; exceptions route to supervisors, explained.

For SAP teams

Confirmations posted through standard SAP interfaces: no screen-scraping.

Artificio posts production-order confirmations through the interfaces your SAP team already trusts: OData, BAPI (BAPI_PRODORDCONF_CREATE_TT), and RFC. No custom ABAP and no changes to your PP configuration. It reads live order, operation, and work-center data before it confirms, applies your backflush and auto-GR settings, and writes a full audit trail on every posting. Works with discrete, process (BAPI_PROCORDCONF_CREATE_TT), and repetitive manufacturing (BAPI_REPCONF_CREATE_TT).
  • OData
  • BAPI
  • RFC
  • CO11N
  • CO15
  • Backflush
  • Auto GR

What this looks like in practice

A paperless floor, confirming to SAP in real time.

A manufacturer replaced end-of-shift keypunch with Artificio: operators still fill out their time and confirmation slips, but the slips now post to SAP PP as confirmations within minutes. Planners see accurate order status through the day, costing stopped chasing missing confirmations, and the admin team moved off data entry.

2,000+
slips / day captured
92%
confirmed straight-through
1 shift → min
floor-to-SAP lag

Questions ops & SAP teams ask

Answers before the demo.

Can it really read handwritten time tickets?
Yes. Artificio uses a vision AI model that reads handwriting and any slip layout, then validates what it reads against the SAP order before posting. Low-confidence or unusual entries route to a supervisor for a quick review rather than posting blindly, so accuracy stays high even with messy slips.
What SAP transactions does it post?
Production-order time and quantity confirmations (CO11N / CO15-style), operation confirmations from travelers, and the associated goods movements: component goods issues, backflush, and finished-goods receipts. It supports discrete, process, and repetitive manufacturing, configured to your PP setup.
Do we need an MES or terminals on the floor?
No. That's the point: Artificio automates the paper slips you already use, so you get a paperless-to-SAP floor without an MES rollout or barcode terminals at every station. No new floor hardware and no capital project.
Does it work with SAP ECC?
Yes: on ECC 6.0 today via OData and RFC, and on S/4HANA. You don't need to migrate to modernize the floor, and the same workflows carry forward when you do.
Does anything confirm to SAP without review?
You decide. Clean, in-tolerance confirmations can post straight through, or you can require supervisor sign-off on any line, operation, or exception type. Every confirmation is logged with a full audit trail.
Does it require ABAP or PP re-configuration?
No. Artificio connects through standard interfaces (OData, BAPI, RFC) and posts confirmations using your existing PP configuration. No custom ABAP and no changes to your production order or routing setup.

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 time tickets confirm into your own SAP.

Send us a stack of real shop-floor slips: time tickets, confirmation slips, travelers. We'll show them read, matched to orders, and posted as SAP PP confirmations in a sandbox, live on the demo call.