AI for industrial
AI use cases your business could have tomorrow
- AM-004AftermarketLive in 45 days
Service report to parts quote and aftermarket capture
Converts a technician service report into a parts and labor quote and a follow up opportunity
- SA-019SalesLive in 45 days
CPQ to as-sold BOM handoff
Converts configured quotes into as-sold BOMs handed to ERP for production
- EX-004ExecutiveLive in 45 days
Aftermarket capture rate
Measures parts and service revenue captured per install base cohort and identifies leakage
- EX-018ExecutiveLive in 45 days
Aftermarket margin by product line
Structures parts and service revenue and cost into aftermarket margin views
- SA-004SalesLive in 60 days
Configure to order quoting
Reads customer spec sheets and RFQ documents and drafts a configured quote with options and pricing Quote complex configurations without an application
- CS-005Customer serviceLive in 45 days
Service manual translation control
Translates and version-controls service manuals across languages and models
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
Automotive- Tier supplier schedules
- Change notices that arrive in a dozen formats