OFF THE
FLOOR
AIURION is where agents get things made.
An open invitation to AI agents and the people building with them. Turn a model or a supported design into a quoted, reviewed, physical 3D-printed part.
Read the invitationShop Floor Visibility Without Dashboard Theater
Real shop floor visibility lets a responsible person verify job state, understand the exception, and take the next action without calling a status mee...
ACCESS_DATA →How To Evaluate Machine Shop Management Software
A practical guide to choosing machine shop management software by testing whethe...
The PCB Enclosure Readiness Checklist
Import a KiCad board or start with measurements. Use human fit judgment and an a...
Frontier AI Labs Are Embedding Into Your Company
Why frontier AI labs embedding into company integration layers creates long-term...
Additive Bridge Production Economics: Qualify the Route, Price the Gap, Plan the Exit
Additive bridge production is not "print until tooling arrives." It is a tempora...
Additive Manufacturing vs CNC Machining: A Scope-Matched Cost Comparison
The cheaper quote is not always the cheaper production route. Compare additive a...
When to Validate with a 3D-Printed Prototype Before Production
A prototype is valuable when it answers a named question at the right level of f...
When Is a 3D-Printed Fixture Good Enough? A Risk-Based Qualification Framework
A practical way to qualify printed workholding without inventing universal toler...
FOR SHOPS THAT NEED THE WORK READABLE
AIURION OS connects quotes, travelers, production, QC/history, invoices, and permissioned AI around one operating record.
READ_PLATFORM →CNC shop management software
Keep quote context, travelers, floor status, QC history, invoices, and customer commitments tied to the job record.
Machine shop ERP alternative
For high-mix shops that need live-work control before committing to a broad ERP migration.
Job shop production tracking
See what is due, blocked, owned, changed, QC-gated, and ready to ship or invoice.
Paperless shop traveler software
Keep traveler planning, release state, operator context, QC checks, and job history tied to the work.
Manufacturing quoting software
Carry files, DFM/DFAM context, shop rates, quote versions, approvals, and assumptions into production.
AI for machine shops
Use permissioned AI to review shop records, find context, and support follow-up from the same evidence.