Artificio + Epicor: Document Automation for Discrete Manufacturers Who Live in Their ERP

The shop floor supervisor gets a call at 7:45 AM. A shipment of raw aluminum arrived overnight, but no one can release it to production because the supplier's material certification is stuck in someone's email inbox. The receiving clerk is manually keying the packing slip into Epicor. The AP team is chasing a three-way match on a purchase order that arrived as a scanned PDF. And somewhere in a shared drive, a quality document from a subcontractor is sitting unprocessed because nobody knows whose job it is to enter it.

This is Tuesday morning at a discrete manufacturer. And it happens every week.

If your operation runs on Epicor, you already know the system can handle complexity. Multi-site production, configure-to-order workflows, job costing, supply chain visibility: Epicor handles all of it. The problem is not the ERP. The problem is everything that arrives as a document before it ever reaches the ERP.

Artificio connects directly to Epicor to close that gap.

The Document Load Discrete Manufacturers Carry

Discrete manufacturing generates documents at every stage of the production cycle. A single job can touch purchase orders, acknowledgements from suppliers, advance ship notices, packing slips, bills of lading, material certs, test reports, certificates of conformance, receiving inspection records, work order attachments, and invoices before a finished part ships out the door.

Each one of those documents carries data that Epicor needs. Part numbers, quantities, lot numbers, heat numbers, inspection results, freight charges, payment terms. In most shops, a person reads the document and types that data in. Sometimes into Epicor directly. Sometimes into a spreadsheet first, then into Epicor. Sometimes into a shared inbox, where it waits for whoever handles that queue.

The volume is manageable on a slow week. On a week when three new supplier relationships kick in, a customer pushes up a delivery date, and the receiving dock takes in forty lines of material, the cracks show fast. Data entry errors create inventory discrepancies. Delayed invoice entry holds up month-end. A missed material cert causes a quality hold that stops an assembly line.

None of this is a people problem. It is a process design problem. And the process breaks because documents are unstructured, and Epicor needs structured data.

What Artificio Does Differently

Most document automation tools built for manufacturers fall into one of two categories. The first category is forms-based OCR, which works until a supplier changes their template or sends a handwritten note on a printed form. The second category is RPA bots, which break whenever the source document format shifts even slightly.

Artificio uses AI agents instead of template matching or rigid rules. The system reads documents the way a trained AP clerk reads them, by understanding context, not by looking for data in a fixed position on a fixed page. A purchase order acknowledgement from a new supplier does not need to be configured as a new template. Artificio reads it, finds the relevant fields, and maps them to the appropriate Epicor fields. 

The integration with Epicor runs at the data level. Artificio connects to Epicor's APIs and writes directly to the records that matter: receipts, invoices, purchase order confirmations, job attachments, quality records. The data lands in the right place, in the right format, with a full audit trail showing which document it came from.

Where the Integration Pays Off Most

Accounts Payable and Invoice Processing

AP is the highest-volume document workflow in most manufacturing operations, and it is the easiest place to see the value of automation. Supplier invoices arrive by email, through supplier portals, as PDF attachments, and occasionally still by fax. Each one needs to be matched against a purchase order and a receipt before it can be approved for payment.

Artificio picks up invoices as they arrive, extracts header and line data, and runs the three-way match against the corresponding Epicor PO and receipt. When everything lines up, the invoice moves to approval without anyone touching it. When there is a discrepancy, Artificio flags it with the specific mismatch and routes it to the right person, with the original document attached.

The result is not just faster cycle times. It is fewer duplicate payments, cleaner accruals, and an AP team that spends time resolving real exceptions instead of entering data that was already correct.

Purchase Order Acknowledgements and Supplier Confirmations

When a buyer sends a PO in Epicor, suppliers send back acknowledgements confirming quantities, prices, and delivery dates. Those acknowledgements need to be checked against the original PO and recorded. In most shops, this happens manually, or it does not happen at all until something goes wrong.

Artificio reads supplier acknowledgements and compares them against the open PO in Epicor. Confirmed lines get updated. Discrepancies in price, quantity, or delivery date get flagged immediately, before they become a production problem. Buyers work from an exception queue instead of reviewing every confirmation line by line.

Receiving and Material Certifications

Incoming material goes through a receiving process that involves both the physical goods and the paperwork that travels with them. Packing slips need to match the PO. Material certifications need to be captured and attached to the lot. Certificates of conformance need to be linked to the specific receipt and job.

This is where document automation has the most direct impact on production. When Artificio processes a receiving packet, it reads the packing slip, reconciles quantities against the open PO line in Epicor, creates the receipt record, and attaches the material cert and C of C to the appropriate lot. The receiving clerk confirms the physical count. Everything else happens automatically.

For manufacturers working under AS9100, IATF 16949, or ISO 9001, this matters beyond efficiency. Auditors want to see that every lot has documented traceability. When that documentation is attached automatically at the time of receipt, the traceability is built into the process rather than bolted on before the audit.

Job and Work Order Documentation

Discrete manufacturing jobs accumulate documents throughout their lifecycle. Engineering drawings, traveler updates, first article inspection reports, in-process inspection records, customer-supplied specifications. Most of these arrive as PDFs or scanned documents and need to be attached to the job in Epicor so the shop floor has everything in one place.

Artificio can route and attach these documents automatically based on rules that match document type to job number, part number, or customer. An incoming first article report goes to the right job. A customer revision to a drawing triggers a notification to the planner. The job file in Epicor stays current without anyone manually managing the inbox.

Freight and Logistics Documents

Bills of lading, proof of delivery documents, and carrier invoices create their own data entry burden. Confirming shipments in Epicor, reconciling freight charges against estimates, capturing carrier references for customer inquiries: each of these steps costs time across shipping, logistics, and AP.

Artificio processes outbound and inbound freight documents, confirms shipments in Epicor, and feeds freight costs to the AP workflow. When a customer asks where their order is, the shipping team has the carrier reference and BOL number attached to the sales order, not buried in an email thread.

What Integration Actually Looks Like

Getting started does not require a long implementation project. Artificio connects to Epicor through the standard API layer, which means no custom development work inside the ERP and no changes to existing configurations. The initial setup maps document types to Epicor fields and sets routing rules for exceptions and approvals.

Most manufacturers see three categories of documents producing most of the volume: invoices, receiving packets, and supplier confirmations. Automating those three workflows captures the majority of the time savings. Additional document types can be added over time as the team gets comfortable with the platform and identifies the next tier of manual work.

The exception handling is where teams tend to be most skeptical, and it is worth addressing directly. No automation system handles 100% of documents without human review. What Artificio provides is a system where the humans are reviewing real exceptions, not doing data entry. A document with a price discrepancy reaches a buyer who can make a decision. A cert with a missing heat number reaches the quality team who can request it from the supplier. The people in the process add value at the point where human judgment actually matters.

The Operational Picture After Automation

The numbers vary by operation, but discrete manufacturers using Artificio with Epicor typically see invoice processing time drop from days to hours. Receiving document cycle time compresses from a half-day process to something that happens in the background while the clerk is still at the dock.

What does not show up in those numbers is the downstream effect. When invoices are processed faster, early payment discounts get captured. When material certs are attached at receipt, quality holds are shorter because the documentation is already there. When PO acknowledgements are confirmed promptly, procurement has better visibility into supplier on-time performance.

Epicor gives manufacturers a system that can model the full complexity of discrete production. Artificio feeds that system with clean, timely data from the documents that drive the operation. The ERP becomes more useful because the information inside it is more current and more accurate.

Manufacturers who have invested in Epicor have already committed to running on structured, traceable data. Document automation is the step that extends that commitment to every document the business receives, not just the ones entered manually by a diligent clerk on a good day.

For operations that are ready to stop fighting the document queue and start using their ERP the way it was designed to be used, the Artificio integration with Epicor is worth a conversation.