Operations team raising purchase orders manually from MRP reports that could trigger them automatically?
Quality documentation compiled by hand each batch when the data already exists in your systems?
RPA in Manufacturing
Manufacturing operations generate high volumes of structured, repetitive administrative work -- purchase orders raised from MRP outputs, production reports compiled from shop floor data, quality documentation assembled per batch, supplier invoices matched against delivery notes, and compliance records maintained across systems.
We build robotic process automation systems that handle these manufacturing back-office workflows automatically -- procurement automation, production reporting, quality document management, and ERP data entry -- so your operations team focuses on production, not paperwork.
Purchase order and procurement automation triggered by MRP and inventory signals
Production reporting automation from shop floor systems to ERP and management dashboards
Quality and compliance document management automated end to end
Supplier invoice matching and AP processing without manual data entry
RaftLabs builds robotic process automation systems for manufacturing operations -- procurement and purchase order automation triggered by MRP and inventory signals, production reporting from shop floor to ERP, quality and compliance document management, and supplier invoice processing. Manufacturing RPA replaces the high-volume administrative work surrounding production with bots that run without manual intervention and maintain complete audit trails. Most manufacturing RPA projects deliver in 8--12 weeks at a fixed cost.
Manufacturing admin is costing you more than you think
Every hour your operations team spends raising purchase orders manually is an hour they're not on the floor. Every batch record compiled by hand is a compliance risk and a delay. Every supplier invoice matched manually has a cost per transaction that compounds across the volume.
Manufacturing RPA doesn't change what your systems produce -- it automates the work of moving that data between them, so your team focuses on production, quality, and continuous improvement rather than data entry.
Manufacturing processes we automate
Procurement and purchase order automation
Automated PO creation triggered by MRP demand signals and inventory reorder points. Bot reads the planning output, validates against supplier master data, raises POs in the ERP, and routes for approval. Approved POs transmitted to suppliers via EDI, email, or supplier portal. Goods receipt posting matched against POs when delivery confirmations arrive. The procurement cycle that currently requires purchasing team members to manually process MRP output runs automatically within your approval framework.
Production reporting
Automated assembly of production reports from shop floor systems, MES, and machine data. Daily production summaries, OEE reports, yield analysis, and shift handover documentation assembled automatically from source data. Reports delivered to operations, management, and customer portals on schedule. Production order completion updates posted to ERP from shift data. The reporting that currently requires an operations administrator to compile from multiple sources runs overnight and lands in the right inbox.
Quality documentation management
Automated generation of quality documents from production data -- batch records, certificates of analysis, inspection reports, and non-conformance records. Documents populated from your MES, QMS, and ERP, not manually typed. Traceability records maintained automatically across the production chain. COAs and compliance certificates generated and delivered to customers automatically upon batch release. The quality documentation that currently requires a quality administrator to compile for each batch runs without manual intervention.
Supplier invoice processing
Automated three-way matching of supplier invoices against purchase orders and goods receipts. AI-powered invoice extraction from PDF and EDI formats. Matched invoices posted to the ERP for payment. Exceptions -- price variances, quantity mismatches, missing POs -- routed to the purchasing team with context. Payment batch preparation on your payment schedule. The AP process that ties up your finance team during month-end runs automatically with exception handling built in.
Inventory and stock management
Automated inventory monitoring and reorder triggering based on stock levels, lead times, and safety stock rules. Cycle count reconciliation between physical counts and ERP records. Slow-moving and excess stock reporting generated automatically on a schedule. Supplier delivery performance tracking updated from goods receipt data. The inventory administration that keeps your stock records accurate runs without requiring warehouse staff to manually update multiple systems.
Compliance and regulatory reporting
Automated assembly of regulatory submissions from your ERP, QMS, and production systems. Traceability reports for product recall readiness. Environmental and safety reporting compiled from operational data. Customer-specific compliance documentation generated automatically from your quality records. Audit preparation packs assembled from across your systems. The compliance reporting that currently requires days of manual data gathering runs automatically, with your team reviewing outputs rather than building them.
Tell us which manufacturing process costs your team the most admin time.
Process, current systems, and volume. We'll design the automation and give you a fixed cost.
Frequently asked questions
The best manufacturing automation targets are high volume, rule-based, and involve moving data between systems -- typically between shop floor systems, ERP, and back-office tools. Top processes: purchase order creation from MRP demand signals (bot reads the MRP output and raises POs in the ERP), goods receipt processing (bot matches delivery notes to POs and posts goods receipts), production order updates (bot reads shift reports and updates production order completions), quality record creation (bot generates batch records and certificates from production data), supplier invoice matching (bot extracts invoice data and matches against POs and goods receipts), and production management reporting (bot assembles daily/weekly reports from multiple systems).
We integrate with ERP systems via API where available or UI automation where not. Common manufacturing ERP integrations: SAP S/4HANA and SAP ECC (PP, MM, QM modules), Oracle Manufacturing Cloud, Microsoft Dynamics 365 Supply Chain Management, Infor, Epicor, and SYSPRO. For MES and shop floor systems, we integrate via database, API, or file-based interfaces depending on what the system exposes. The integration approach is determined during scoping based on your specific ERP version, module configuration, and available interfaces.
RPA handles the rule-based, structured portion of manufacturing workflows. The automation handles the straight-through cases -- the POs that match the MRP signal exactly, the invoices that have a matching PO and goods receipt, the production orders that complete on time with expected yield. Exceptions are flagged and routed to the relevant team member with the context needed to resolve them. A well-designed manufacturing RPA system aims for 70--85% straight-through processing with exceptions handled by the appropriate function -- purchasing, operations, or finance -- not by whoever notices the issue first.
Quality management in manufacturing requires complete, traceable documentation -- batch records, certificates of analysis, non-conformance records, and CAPA documentation. RPA automates the creation and population of these documents from production data, ensuring every batch has complete documentation without relying on manual compilation. The audit trail from the automation process is itself a compliance asset -- every document creation event is logged with timestamp and source data. For ISO 9001, IATF 16949, GMP, and similar standards, automated documentation reduces the risk of missing or incomplete records.
A focused manufacturing automation system -- one process automated (e.g., purchase order creation from MRP output), including bot development, testing in your environment, and deployment -- typically runs $20,000--$50,000. Multi-process programmes covering procurement, production reporting, and AP processing run $50,000--$130,000. Cost depends on the number of processes, ERP and MES integration complexity, and quality compliance requirements. We scope every project before pricing it.