AI for automotive
AI use cases your business could have tomorrow
- EN-022EngineeringLive in 45 days
Run at rate documentation
Compiles run at rate and capacity verification evidence for production part approval (PPAP)
- EX-019ExecutiveLive in 45 days
Program launch readiness dashboard
Structures production part approval (PPAP), tooling, and capacity status into a launch readiness view
- FA-003Finance and APLive in 45 days
Chargeback and short pay dispute packets
Reconciles EDI remittances against invoices and builds the evidence packet for each deduction dispute
- IT-003IT and dataLive in 45 days
OEM portal to ERP sync
Pulls documents, releases, and scorecards out of OEM supplier portals into internal systems
- PR-021ProcurementLive in 45 days
Sub-tier PPAP status tracking
Tracks sub-tier production part approval (PPAP) submission and approval status across the supply base
- QA-003QualityLive in 60 days
PPAP package assembly
Assembles part submission warrant (PSW), control plan, measurement system analysis (MSA), capability studies, and drawings into a submission ready package Cut production part approval (PPAP) prep time and reduce
Case studies in manufacturing
What it changed, measured in the work itself.
How Harney & Sons digitized production and unified its data with Forge
Harney & Sons ran production on 20+ paper forms re-typed into spreadsheets. Forge by Structify replaced them with validated digital capture, matched 100k+ SAP records into one queryable layer, and automated order workflows - without disrupting the systems already running the business.
20+Paper forms replaced with digital captureMillerton, NYManufacturing- Precision Machining (ITAR)
Saving $400K and four QA hires in a two-week build
A family-owned, ITAR precision turned-parts manufacturer ran quality through four duct-taped tools and a fragile VBA workbook. In a two-week build, Structify replaced it with one tested engine that turns customer prints into control plans - saving roughly $400K and the four QA hires the shop would have needed to grow.
$400KSaved, plus the four QA hires the shop never madeCleveland, OHManufacturing 
LP Aero Plastics cut market research time by 80%
Manual competitor pricing and market data collection was consuming weeks of a small team's time. Structify automated the extraction - turning weeks of data entry into same-day, analysis-ready intelligence.
80%Less time spent on market research data entryJamestown, PAManufacturing
Start with a 30-day blueprint
A forward-deployed engineer maps how your business runs and shows you where AI pays off. Flat cost, defined outcome.
More in manufacturing.
Aerospace and defense- ITAR and CMMC obligations
- AS9100 paperwork
- Prints that carry more requirements than the purchase order does
Precision machining- Quote volume that outruns the estimators
- Control plans rebuilt by hand for every new part
Medical devices- FDA-governed documentation
- A record that has to match what actually happened on the floor
Food and beverage- Food safety records
- Lot traceability
- Demand that moves faster than the reporting cycle
Industrial- Mixed-mode quoting and order entry
- AP that still runs on email and attachments