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 →Owner-Led Shop Visibility: What the Owner Needs to Know Without Interrupting the Floor
The owner should not need to interrupt the floor to understand the shop. Visibil...
Production Blockers: A Taxonomy for High-Mix Manufacturing
A late job is not a useful diagnosis. A blocker taxonomy tells the shop what is ...
Shop Floor Visibility Without Dashboard Theater
Real shop floor visibility lets a responsible person verify job state, understan...
Quote Assumption Handoff: Stop Losing the Reason Behind the Price
A quote is a price plus a set of conditions. Production needs the conditions, th...
Manufacturing RFQ Intake Checklist: Capture the Job Before You Quote It
A usable RFQ record separates received facts, estimator assumptions, and missing...
Job Readiness: The KPI That Tells You Whether Work Can Actually Start
Job readiness measures whether planned work can start with the required revision...
System of Record vs System of Action in Manufacturing
A system of record preserves approved facts. A system of action turns those fact...
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.