Construction and real estate / Building materials
Oldcastle APG: Extracting customer purchase orders and registering ERP orders
- Company
- Oldcastle APG
- Country
- Multiple countries
- Adoption stage
- In operation
- Source published
- Date basis
- The date the source was published. It can differ from the date adoption started.
- How the source was checked
- Read the full source text
The work problem
Oldcastle APG staff retyped emailed PDFs, faxes and scans into Infor M3. The joint company and AWS article describes about 13 million manually entered order lines annually. Format differences and transcription errors delayed confirmations and shipping.
Technology and data
Claude Sonnet 4.6 on Amazon Bedrock extracts fields and matches them against enterprise data in Aurora. Staff check originals and suggestions; confirmed orders enter Infor M3. Corrections inform repeat orders.
Results
The article reports 1,100 orders and over 10,000 lines processed during the first two production weeks, with 95% line automation. Remaining lines are flagged for review.
Limits and open questions
The annual 13 million lines describe the previous workload, not completed AI processing. Long-term error rates are undisclosed.
Sources
- How Oldcastle APG Automates 13 Million Order Lines with Amazon BedrockAWS / Oldcastle APG, Accessed
Compiled from public sources. These are not results from ATF Works customers.