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 →Outsource 3D Printing or Buy a Printer? A Startup Decision Guide
Compare outsourcing with printer ownership across speed, operator time, cost, it...
When Not to Use Additive Manufacturing
Use this process-selection framework when material, risk, finish, tolerance, qua...
Urgent Spare-Parts 3D Printing: What Can Actually Be Replaced Quickly?
A readiness check for urgent replacement parts: usable CAD, non-critical use, PL...
Functional Versus Display Prototypes: Choose the Right Print for the Decision
Define whether a prototype must test fit and behavior, communicate form and scal...
FDM Versus SLA for Startup Prototypes
Choose FDM for practical fit checks and hardware iteration; choose SLA when fine...
AI Customer Update Assistant: Draft From the Job Record, Not Guesswork
AI can draft better customer updates when the job record contains the truth. Wit...
Shop Floor Notes: Turn Tribal Knowledge Into Job History
Good shop floor notes are not random comments. They are operating memory tied to...
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.