01
Paper travels with every part
POs, certs of conformance, inspection reports, and packing slips — matched and filed by hand, and hunted down again every audit season.
/ AI Automation for Manufacturing
A digital layer over the physical line.
AI automation modernizes the paperwork surrounding production: purchase orders, quality documentation, maintenance logs, and supplier communication processed automatically, and decades of tribal knowledge made searchable for the next shift. Manufacturers typically start with document-heavy procurement and quality workflows, where ROI lands within a quarter.
/ The diagnosis
Where manufacturing hours actually leak.
02
Expertise retires with people
The engineer who knows why line 3 drifts in humid weather is retiring next year, and the answer lives nowhere but in his head and a decade of maintenance logs nobody reads.
03
Supplier chatter clogs procurement
Order confirmations, delay notices, and price updates buried in inboxes — surfacing as production surprises instead of managed exceptions.
/ The playbook
What we automate first.
Ranked roughly by how fast they pay back in this industry. Your audit will reorder them for your specific numbers.
01
Procurement document automation
POs, order confirmations, and invoices matched three-way automatically; discrepancies flagged with the exact field mismatch; clean transactions posted straight to your ERP.
via Back-Office →02
Maintenance knowledge copilot
Manuals, maintenance history, and incident reports indexed into an assistant technicians query in plain language — 'line 3 drift in humidity' returns the fix, the history, and the engineer's original notes.
via Custom AI →03
Quality documentation pipeline
Inspection data compiled into certs and compliance packs automatically; audit trails assembled in minutes instead of days of binder archaeology.
via Back-Office →04
Supplier communication triage
Inbound supplier email classified and extracted: confirmations reconciled against POs, delay notices pushed to planning with impact flagged, price changes routed for approval.
via Workflow Automation →“A precision-components manufacturer we work with cut PO processing from 12 minutes to under 1 per order, and its new maintenance copilot resolved 68% of technician queries without escalating to senior engineers.”
Read the full case study →
/ Questions
Manufacturing teams ask us.
Our ERP is fifteen years old. Can you still integrate?
Almost always. Where APIs don't exist we work through database connections, structured file exchange, or RPA as a last resort. Legacy ERP is the norm in manufacturing, not the exception — integration feasibility is confirmed in the audit.
Does this touch the shop floor / OT systems?
We stay on the IT side of the Purdue line: documents, communication, knowledge, and planning workflows. We don't touch PLC/SCADA control systems — the ROI we chase is in the paperwork around production, not the production control itself.
How do you capture knowledge from people who are retiring?
Mostly from artifacts they've already produced: maintenance logs, incident write-ups, annotated manuals, email threads. Structured exit-interview capture can supplement it. The copilot then serves that knowledge with citations, so the next shift trusts what it reads.
The systems behind this playbook
/ Free AI audit
Get the manufacturing audit for your numbers.
We map your workflows against this playbook, measure the hours, and hand you a prioritized roadmap with payback math. Free, and yours to keep.
Request a free AI audit
No obligation · Roadmap is yours to keep