RPA in Manufacturing | Process Automation
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
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The problem
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?
Short answer
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.
Key takeaways
Trusted by
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.
According to Deloitte's Global RPA Survey, 43% of manufacturers are already using RPA and another 43% plan to implement it — making manufacturing the highest-adoption industry for process automation. For most operations teams, the entry point is procurement and production reporting, where the data already exists in ERP and MES systems and the manual work of moving it is both visible and measurable.
Capabilities
Automated PO creation triggered by MRP demand signals, reorder points, and blanket order releases. The bot validates each order against supplier master data, routes it for approval with SLA-based escalation, and posts goods receipts on delivery, hitting 80-90% straight-through processing on clean demand signals.
Automated assembly of production reports, daily summaries, OEE, yield, first-pass quality, and shift handover, replacing the daily task of pulling data from 3 to 5 systems by hand. Confirmations post back to the ERP without manual entry, and reports land by 6 AM for overnight production.
Automated generation of batch records, certificates of analysis, inspection reports, and non-conformance records, populated from your source systems without manual transcription. Built for ISO 9001, IATF 16949, GMP, and 21 CFR Part 11, with electronic signature and audit trail controls.
Automated three-way matching of supplier invoices against purchase orders and goods receipts, replacing manual keying for hundreds of invoices per month. Exact matches post directly to the ERP, price and quantity exceptions route to the right team with the discrepancy highlighted, and straight-through processing targets 75-85%.
Automated inventory monitoring, reorder triggering, and stock record maintenance across your ERP and warehouse systems, raising replenishment requests without a planner checking each item. Cycle count reconciliation posts acceptable variances and flags the rest, alongside weekly slow-moving, excess, and shelf-life reporting and a supplier scorecard.
Automated assembly of regulatory submissions, traceability records, and audit-ready documentation from your production and quality systems. Given a lot number, the bot builds a full forward and backward traceability pack in under 10 minutes instead of 2 to 3 days, and prepares PPAP packs, Certificates of Conformance, and ISO 9001 or IATF 16949 audits ahead of time.
Business Process Automation
End-to-end workflow automation across your operation.
Document Automation
Automated document generation, routing, and approval workflows.
Invoice Processing Automation
AI invoice intake, matching, and ERP posting.
Reporting Automation
Automated data pipelines replacing manually assembled reports.
Process, current systems, and volume. We'll design the automation and give you a fixed cost.
How it works
The same four steps on every engagement. A 6-week voice AI deployment runs the same shape as a 16-week enterprise project.
We spend the first week understanding the problem, not presenting a solution. Discovery session, interviews with the people closest to the work, workflow mapping, and a technical audit of what you already have. You leave knowing exactly what's broken and why previous attempts didn't fix it.
Low-fidelity wireframes before any code is written. You see the product before we build it. Scope, timeline, and fixed price locked at this stage. No surprises after work starts.
Bi-weekly agile sprints. Weekly progress calls. Direct access to the team and project management tools. Working software at the end of every sprint. Not a big-bang delivery at the finish line.
Production deployment, QA sign-off, load testing, and team handover. You own the full codebase from day one. We stay on for post-launch iteration and support, then our growth team takes it to market. Nothing gets thrown over the wall.
Tell us what's broken. Within one business day you get a straight take on cost, timeline, and the right first step. No deck, no pressure.
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Read moreThe 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.
Work with us
We scope RPA in Manufacturing in 30 minutes. You walk away with a clear cost, timeline, and approach. No commitment required.