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SAP AI Agent · QM · Notifications · CAPA Configurable

Take SAP nonconformances to closure with governed AI agents.

Take a nonconformance from the quality notification through root cause, corrective and preventive actions, and closure. The agent surfaces similar past defects, proposes tasks with owners and dates, chases overdue ones, and closes notifications with evidence after approval.
  • Human-approved
  • ECC & S/4HANA
  • SOC 2 Type II
  • ISO 27001
Quality notification 200041877 · cracked housingexample run
  1. 01Notification readDefect: crack at mounting boss · 38 partsRead
  2. 02Similar defects found2 earlier · same supplier, same moldPattern
  3. 03Root cause proposedMold cavity 3 cooling · supplier sideProposed
  4. 04CAPA tasks proposedContainment · supplier 8D · incoming checkApproval
  5. 05Assign tasksWaits for the quality engineerOn hold

Design scenario · how the agent is configured to work

Triggered by
New or overdue quality notification
Reads
Notifications, defects, inspections, history
Validates against
Past defects and your CAPA rules
Writes to SAP
Tasks and closure after approval
Approved by
Quality engineer or manager
Runs on
SAP ECC · SAP S/4HANA

Why it matters

CAPAs stall between the notification and the fix.

Nonconformances are logged, but root cause analysis and actions happen in emails and spreadsheets. Tasks go overdue, notifications stay open for months and the same defect comes back.

  • Stalled

    Notifications open for months

    Tasks lose momentum once the initial containment is done.Audit findings → Open risk → Customer complaints
  • Memory

    Past fixes forgotten

    The same defect was solved before, but nobody remembers how.Repeat defects → Wasted analysis → Higher cost
  • Evidence

    Closed without proof

    Notifications close without evidence that actions worked.Audit risk → Recurring issues → Weak system

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 notification

    Reads the quality notification and its defects.

    • Material, batch, supplier and quantity
    • Inspection results and photos
  2. 02 · Validate

    Find similar defects

    Searches history for the same pattern.

    • Same material, supplier, defect code
    • Past root causes and what worked
  3. 03 · Decide

    Propose CAPA

    Proposes root cause and actions.

    • Containment, corrective and preventive tasks
    • Owners and due dates
  4. 04 · Act

    Chase and close

    Follows tasks through to closure.

    • Overdue tasks chased
    • Closed with evidence after approval

Worked example

A cracked housing, from notification to CAPA plan.

Incoming inspection finds cracks on a molded housing. Here is what the agent finds.

Notification 200041877 · HS-220 · Polyform MoldingPattern found
Defect
Crack at mounting bossnotification
Quantity
38 of 500 inspectedinspection lot
Batch
PM-26-1019batch
Supplier
Polyform Molding, vendor 200455PO
Similar notifications
2 in 18 months, same moldQM history
Past root cause
Cavity 3 cooling line blockednotification 200038102
Likely root causeCavity 3

Both earlier cases traced to cavity 3 cooling. The cavity mark on the cracked parts is 3 on 36 of 38 parts.

Proposed CAPAApproval needed
TaskOwnerDue
Contain: block batch and sort stockQuality inspectorToday
Supplier 8D: cavity 3 coolingSupplier quality13 Nov
Correct: 100% check on cavity 3 partsIncoming inspectionUntil 8D closed
Prevent: add cooling check to supplier control planSupplier quality30 Nov
Verify: 3 clean lots before closingQuality engineerAfter actions
  • AnalysisAgentDone
  • Approve CAPA planQuality engineerWaiting
  • Assign tasksAgentOn hold

Tasks are assigned only after the quality engineer approves. The notification closes only with evidence that the actions worked.

Design scenario · 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.

Notification 200041877 · HS-220 cracks
From incoming inspection · Mon 2 Nov, 11:40 · agent version v1
Waiting for qualityDocumentsAuditRe-assess
ReadAnalysedApprovalClosed
Now

Waiting for R. Gomez (Quality engineer) to approve the CAPA plan, asked Mon 2 Nov at 11:52.

Next

Once approved, tasks are created in the notification with owners and dates, and the supplier gets the 8D request.

StepOwnerStatus
Pattern and root causeAgentDone
Approve CAPA planR. Gomez · QualityWaiting
Create tasksAgentOn hold
Chase until closedAgentScheduled
Question for R. Gomez

Approve the CAPA plan for HS-220 cracks? 36 of 38 cracked parts are from cavity 3, the same root cause as two earlier notifications with this supplier.

Approve planEdit tasksAnswer as authorized delegate
  • If the root cause is unclear

    Investigation task

    The plan starts with an investigation task instead of guessing.
  • If a task goes overdue

    Chased and escalated

    Owners are reminded, then their manager, by your rules.
  • If the defect returns

    Reopened with history

    A recurring defect reopens the CAPA with what was tried before.

Illustration of how this agent's cases appear on the Artificio platform · names and values are fictional

Capabilities

CAPA management with governance built in.

Every nonconformance taken through to a fix that holds.

  • Read

    Notifications

    Defects, quantities and inspections.
  • Recall

    Similar defects

    Past root causes and what worked.
  • Plan

    CAPA tasks

    Containment, corrective and preventive.
  • Assign

    Owners and dates

    Tasks created in the notification.
  • Chase

    Overdue tasks

    Reminders and escalation.
  • Close

    With evidence

    Closed only when actions are verified.

Ownership

Each task goes to the right owner.

You map defect types, materials and suppliers to owners. Whoever answers first decides, and anything unassigned goes to the quality manager.

  • Quality engineer

    CAPA plan

    Root cause and actions.
  • Quality inspector

    Containment

    Blocking and sorting.
  • Supplier quality

    Supplier 8D

    Supplier corrective action.
  • Production

    Internal causes

    Process fixes.
  • Engineering

    Design

    Design changes.
  • Purchasing

    Supplier

    Commercial follow-up.
  • Customer quality

    Customer impact

    Customer complaints.
  • Quality manager

    Exceptions

    Overdue CAPAs and a monthly 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 creating containment tasks for defects with a known pattern, the agent acts on its own and reports back.

Agreement with the agent · by case typeIllustrative
Known defect patterns
92%
Supplier defects
84%
New defect types
61%
  • Approval rules are enforced by the platform, whatever the agent's instructions say
  • No notification closes without evidence
  • 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
Quality engineersquality@yourco.com
Supplier qualitysqe@yourco.com
Productionproduction@yourco.com
Quality managerquality-manager@yourco.com

Assigned reviewers

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

Tools
Read quality notificationsRead
Search defect historyRead
Create tasksRead
Update notification 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.

  • CAPA cycle time

    From notification to verified closure.
  • Overdue tasks

    Tasks past their due date.
  • Repeat defects

    Defects that come back after closure.
  • Closed with evidence

    Notifications closed with verification.

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

NotificationsDefects, tasks and status
InspectionsInspection lots and results
HistoryPast notifications and root causes
SuppliersSupplier and batch data

Writes to SAP

TasksCreated after approval
RemindersOverdue tasks chased
ClosureWith evidence after approval
ResponsesEvery SAP response recorded on the case

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 plant's supplier nonconformances.

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 the notification types, owners, CAPA rules and approvers.

  3. Phase 3

    Pilot

    Work real notifications in shadow mode: the agent proposes, quality decides.

  4. Phase 4

    Expand

    Review the four measures, then add notification types and plants.

Frequently asked questions

Questions SAP teams ask.

Which notification types does it handle?
Supplier, internal and customer quality notifications. Types in scope are agreed per deployment.
Does it decide the root cause?
It proposes one from evidence and history. The quality engineer decides.
Does it work with 8D?
Yes. Supplier 8D requests and their steps can be tracked as tasks.
Does it close notifications?
Only with evidence and approval.
How does it find similar defects?
By material, supplier, defect code and description, across your notification history.
Is the Quality Nonconformance & CAPA Agent available today?
It is configured on request on the same governed platform as Artificio's available agents. We start by scoping your process and systems, then configure and test the agent in a pilot in your SAP QA or sandbox system before anything reaches production.
Does the Quality Nonconformance & CAPA 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

Talk through your nonconformance and CAPA process with our team, and see how a similar agent works on the Artificio platform.

Request Demo
Ready to evaluate

Discuss an SAP pilot

Scope a pilot on one plant's supplier nonconformances in your SAP QA or sandbox system, with the four measures agreed up front.

Discuss an SAP pilot