Home By industry Manufacturing
AI for manufacturing.
Most manufacturers are small and midsize plants. The fastest return is in the front office: quoting, purchase orders, invoices and work instructions. Most ERPs now include AI you may already be paying for.
You probably run Epicor Kinetic, JobBOSS², Global Shop Solutions, Infor SyteLine, Plex, SAP Business One.
Where AI helps
RFQ to quote
AI finds similar past parts and drafts the routing and estimate. The estimator still sets the price. Paperless Parts connects to JobBOSS²; CADDi searches past drawings by shape.
Invoices and purchase orders
Vendor invoices matched to POs and customer POs read into the ERP, with a person handling the exceptions. JobBOSS², Global Shop and Epicor Prism all ship this now.
Work instructions and translation
Visual SOPs drafted from your current documents and translated for a multilingual floor, then approved by a bilingual supervisor.
Machine monitoring
Alerts on spindle and sensor anomalies before a failure. Worth it once you know what an hour of downtime costs you.
Rules to know
- IowaManufacturing 4.0 grants: up to $75,000 with a 1:1 match for 3 to 124 employees. A CIRAS assessment must be requested by Nov 20, 2026 to apply Jan 4 to 29, 2027. Analytics and predictive-maintenance software qualify.
- MinnesotaDEED's Automation Training Incentive Program pays up to $35,000 toward automation and training for Greater Minnesota manufacturers with 150 or fewer employees.
- FederalDefense suppliers: ITAR data and CUI stay out of commercial AI plans, including Team and Business; they need FedRAMP Moderate (or equivalent) or GCC High tools. Medical devices: FDA's QMSR (in force Feb 2, 2026) requires software used in the quality system, AI included, to be validated for its intended use.
Tools that fit
- Your ERP's own AI. Epicor Prism, JobBOSS² AI Invoicing, Global Shop Genii. Turn these on before buying anything new.
- Paperless Parts or CADDi. Quoting from drawings and past jobs.
- Tulip. Digital work instructions with translation into 25+ languages; from $100 per station per month.
Where we would start
A quoting assistant for one estimator
Export two years of quotes, wins, losses and actual hours into a workspace where AI finds look-alike parts and drafts each estimate; the estimator approves every quote. 45 days.
What we measure: hours from RFQ to quote, quotes per week, win rate, and estimate-versus-actual hours on won jobs.
Other industries
- Accounting firmsGovernance first, then a 30 to 50 person pilot
- Tax practicesScan and populate on 20 of last year's returns
- Insurance agenciesPolicy checking and email triage, using what you already license
- Banks and credit unionsPolicy assistant, then memo drafting
- Agriculture and co-opsAn answer assistant for agronomists and the grain desk
- Food processingMultilingual SOPs on one line
- Trucking and logisticsRate con and BOL intake
- Construction and tradesAI answering on after-hours and overflow calls
- Clinics and hospitalsAn ambient scribe for 5 to 10 willing clinicians
- Veterinary clinicsTwo scribes, back to back, for 2 or 3 vets
- Law firmsRecord and deposition summaries
- Nonprofits and churchesThank-you and lapsed-donor workflow
- Cities, counties and schoolsAI-drafted minutes
State rules are shown for Minnesota, where we're based, and Iowa; for any other state we check yours before you start. Prices and features are as published by each vendor in November 2026 and change often. Rules are summarized to help you ask the right questions; they are not legal advice, and your attorney or CPA signs off.
Rather talk it through?
Book a call. Caleb will point you to the right plan and the first project for your business.