How a National Building Materials Distributor Replaced Excel with Real-Time Operational Intelligence
Multi-warehouse, SAP, 3,000+ SKUs — from manual spreadsheets to a live operational dashboard in 16 weeks.
Client Snapshot
The Problem
Data was locked inside SAP
The company ran SAP across four distribution centers — a solid ERP for transactions and record-keeping. But getting data out of SAP for operational decisions was a different story. There was no real-time reporting. No live dashboards. No way for the purchasing team, finance, or operations leadership to see what was happening across the business without manually exporting data to Excel.
The purchasing team lived in spreadsheets
The purchasing team was spending hours every day managing inventory exceptions in Excel. Their daily routine:
- Export data from SAP into spreadsheets
- Manually identify which of 800+ items were below safety stock
- Cross-reference incoming purchase orders against current inventory levels
- Track overseas suppliers (90-120 day lead times) alongside domestic suppliers (3-5 days) — in the same spreadsheet
- Manage stock transfers between warehouses manually
- Flag exceptions and anomalies by hand
This wasn't a technology failure — SAP was working fine for transactions. This was a data accessibility problem.
Stockouts were discovered after the damage was done
Without proactive alerts, the team learned about inventory problems reactively — often when a customer called to ask where their order was. There was no early warning system. No automated threshold monitoring.
The Approach
Paid AI Audit
Before building anything, we mapped the entire data landscape:
- Every data flow in and out of the ERP
- Every manual process the purchasing and finance teams relied on
- Every spreadsheet being used as a workaround
- The actual cost of the current approach
The audit produced a detailed report with prioritized recommendations and ROI projections.
Data Pipeline Architecture
We designed and built a modern data pipeline that sits on top of SAP — no ERP customization, no system replacement, no disruption to daily operations.
Source System
SAP + Other Systems
4 warehouses
Integration Layer
ETL/ELT
Data Warehouse
Data Warehouse
Presentation Layer
Custom Dashboards
Real-time data refresh
Operational Dashboards
We built multiple operational dashboards covering the most critical business workflows:
- Real-time inventory levels across all warehouses
- Automated exception flagging
- Lead time intelligence (overseas vs domestic)
- Multi-warehouse transfer visibility
- Proactive alerts before stockouts
The Results
| Metric | Before | After |
|---|---|---|
| Data refresh | Weekly Excel exports | Real-time |
| Data accuracy | Manual, error-prone | 0.00% variance on validation |
| Inventory exceptions | Managed manually (800+ items) | Flagged automatically |
| Stockout detection | Reactive (customer calls) | Proactive alerts |
| Purchasing workflow | Hours in Excel daily | Dashboard open every morning |
| Multi-warehouse visibility | Spreadsheet-based | Single unified view |
What happened after go-live
- Purchasing team adopted the dashboard immediately
- Finance dashboards built on the same platform
- Operations leadership gained visibility they never had
- Architecture ready for AI layer
What we didn't do
- We didn't replace SAP — we made it more useful
- We didn't automate anyone out of a job — we gave the team better tools
- We didn't build a demo — we built a production system
Your operation probably looks a lot like this.
Most building materials distributors we talk to have the same story: good ERP, locked data, Excel everywhere. A 30-minute discovery call will tell us if we can help yours.
Or email [email protected] | (832) 974-2818