# Operating KPI Dashboard for Manufacturing Controllers with SAP S/4HANA

> AI pipes KPIs from SAP S/4HANA and every other system into a live dashboard, writes weekly commentary on movement, and sends an exception summary — the owner sees the business in real time. Purpose-built for teams running SAP S/4HANA — uses the native API or agent integration so nothing leaves the system of record.

- **Tool:** [SAP S/4HANA](https://calish.com/workflows/tool/sap-s-4hana/)
- **Role:** [Manufacturing Controller](https://calish.com/workflows/for/manufacturing-controller/)
- **Specialty:** Cost Accounting
- **Category:** Reporting & Analytics
- **Canonical URL:** https://calish.com/workflows/with/operating-kpi-dashboard-for-manufacturing-controller-with-sap-s-4hana/

## The Problem

Every Cost Accounting KPI lives in a different tool and the owner only sees them when the controller rebuilds the deck.

## What We Build in SAP S/4HANA

AI pipes KPIs from SAP S/4HANA and every other system into a live dashboard, writes weekly commentary on movement, and sends an exception summary — the owner sees the business in real time. Purpose-built for teams running SAP S/4HANA — uses the native API or agent integration so nothing leaves the system of record.

## SAP S/4HANA Integration Approach

1. **Audit your SAP S/4HANA configuration.** We map the specific SAP S/4HANA objects, custom fields, and workflows the automation needs to touch for your cost accounting practice.
2. **Build on the SAP S/4HANA API or agent.** Integration happens inside SAP S/4HANA — no data leaves the system, no parallel tool for your team to learn, no license changes.
3. **Human-in-the-loop handoff.** Every automation routes exceptions back to a human in SAP S/4HANA with full context — AI handles the 80%, your team owns the judgment calls.

## About This Workflow

- [Operating KPI Dashboard for Manufacturing Controllers](https://calish.com/workflows/operating-kpi-dashboard-for-manufacturing-controller/)
- AI pipes KPIs from SAP S/4HANA and every other system into a live dashboard, writes weekly commentary on movement, and sends an exception summary — the owner sees the business in real time.

## Other SAP S/4HANA Automations

- [Financial Due Diligence Prep for Manufacturing Controllers](https://calish.com/workflows/with/financial-due-diligence-prep-for-manufacturing-controller-with-sap-s-4hana/)
- [13-Week Cash Flow Forecast for Manufacturing Controllers](https://calish.com/workflows/with/13-week-cash-flow-forecast-for-manufacturing-controller-with-sap-s-4hana/)
- [Time Entry & WIP Capture for Manufacturing Controllers](https://calish.com/workflows/with/time-entry-and-wip-capture-for-manufacturing-controller-with-sap-s-4hana/)
- [Client Onboarding for Manufacturing Controllers](https://calish.com/workflows/with/client-onboarding-for-manufacturing-controller-with-sap-s-4hana/)
- [Tax Document Gathering for Manufacturing Controllers](https://calish.com/workflows/with/tax-document-gathering-for-manufacturing-controller-with-sap-s-4hana/)
- [Tax Return Review for Manufacturing Controllers](https://calish.com/workflows/with/tax-return-review-for-manufacturing-controller-with-sap-s-4hana/)
- [Client Status Communication for Manufacturing Controllers](https://calish.com/workflows/with/client-status-communication-for-manufacturing-controller-with-sap-s-4hana/)

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