- CAD-ready PLA or PETG parts that an agent can upload
- Hardware, robotics, and product teams that already work in ChatGPT, Claude, or Cursor
- Orders that can wait for human file review before payment capture
CATEGORY // BUREAU SERVICE
Agentic 3D Printing
Agentic 3D printing is a bureau service an AI agent can quote, not software that drives your printer. AIURION issues a 24-hour guest token with three free quotes for STL, OBJ, STEP, STP, or 3MF files up to 5 MB, then prints PLA or PETG at 300 × 320 × 325 mm in San Francisco.
Quotes are free during beta. Self-serve base-print orders run from $50 to $1,500. The customer still approves the price before checkout.
QUICK RECOMMENDATION // SERVICE FIT
Is this the right service?
Choose AIURION agentic 3D printing when the agent should send a CAD file to a shop. Do not treat it as a replacement for a printer-control MCP on a machine in your lab.
- Guest token
- 24-hour
- Free quotes
- 3
- Max file
- 5 MB
- Build volume
- 300 × 320 × 325 mm
- Hyper-complex or multi-part assemblies; the Agent API quotes one model at a time
- Quotes that need engineering judgment, a BOM, mixed processes, or anything beyond a slicer price on one file
- Pause, resume, webcam, or G-code control of a printer you already own
- SLA, nylon, certified, safety-critical, or other work outside the current PLA and PETG catalog
LIMITS // HONEST FIT
When this is not the best option.
The agent flow is a self-serve FDM quote on one printable file. It is the wrong tool when the job is an assembly stack, or when the customer needs a manufacturing quote that a slicer cannot answer.
One model per quote. Assemblies stay with a human.
The first version of the Agent API accepts one STL, OBJ, STEP, STP, or 3MF file per quote. Multi-part agent builds are out of scope. Do not send nested assemblies, mating stacks, fastener maps, moving joints, or kits that only make sense as a set. Those jobs need orientation, fit, and packaging review that a guest token cannot do.
Contact for assembly review →This is a file price, not an RFQ.
The structured quote is a slicer-based FDM price for one uploaded body: material, quantity 1–150, standard or rush, and US shipping or Bay Area courier. Self-serve base-print totals run from $50 to $1,500. It does not estimate inserts, finishing, mixed CNC-and-print work, BOM-level kits, revision comparisons, or “what would this cost if we changed the design.” If the price depends on assembly intent instead of one printable solid, skip the Agent API.
Use the human quote flow →BUREAU VS PRINTER CONTROL
Bureau service, not printer control.
Most MCP 3D printing tools drive a machine you already own. AIURION is the other kind: a shop an agent can quote, pay through Stripe after approval, and have manufacture the part.
The agent orders a manufactured part
- Upload STL, OBJ, STEP, STP, or 3MF to a San Francisco print bureau
- 24-hour guest token with 3 free quotes and no invitation
- Customer sees the quote, then Stripe authorizes the card
- A technician reviews the file before payment capture
- US shipping or Bay Area courier after production
The agent operates a printer you own
- Connects to Bambu, Klipper, OctoPrint, or a local fleet
- Pause, resume, webcam, G-code, and printer status
- No manufacturing quote and no Stripe bureau checkout
- No human manufacturability review by a shop
- No San Francisco production or courier handoff
SERVICE DETAILS // HOW IT WORKS
The category is a shop the agent can call.
If the agent is generating a mesh, validating printability, or driving your Bambu, that is adjacent work. Agentic 3D printing as a bureau starts after one printable file exists and ends when a shop ships that part. Assemblies and RFQ-style quoting stay off this path.
On-demand manufacturing through an agent
The agent authenticates, uploads one model, reads a structured quote, obtains customer approval, and hands the customer a Stripe Checkout URL. AIURION manufactures the approved job in San Francisco.
Not a driver for a printer you own
The Agent API does not expose pause, resume, webcam, bed temperature, or G-code. Those belong to printer-control MCPs such as Kiln or OctoEverywhere.
Approval, payment, and manufacturability review
The customer must approve the quote. Stripe holds the card. A technician reviews the file before capture. Self-serve base-print orders sit between $50 and $1,500.
KNOWLEDGE BASE // FAQ
Questions about agentic 3d printing.
These answers describe the current AIURION agent print service. The submitted file, application, quantity, and active production queue determine the final plan.
01 How is agentic 3D printing different from uploading a file on a website?
The commercial outcome is the same San Francisco FDM job when the part is one printable file. The interface is different: an agent uses REST or MCP, receives structured quote and eligibility data, and must obtain explicit customer approval before checkout. The website flow can group multiple quoted parts into one build; the agent flow cannot.
02 When is agentic 3D printing the wrong choice?
It is the wrong choice for hyper-complex assemblies and for quoting that needs a person. If the file is a nested assembly, a mating stack, or a kit, or if the customer needs an RFQ, BOM price, mixed-process estimate, or design-change quote, do not use the agent service.
03 Can an AI agent quote a hyper-complex or multi-part assembly?
No. Each agent quote is one model. Nested assemblies, mating stacks, and kits that only work as a set should not go through the guest Agent API or MCP. Use the human quote tool for individual printable components, or contact AIURION when the assembly needs technical review before a price is meaningful.
04 Does the agent quote replace a manufacturing RFQ?
No. The agent receives a slicer-based FDM price and checkoutEligibility for one file. That is not an engineering quote. It will not price mixed processes, secondary operations, inserts, finishes, or a BOM. If the customer needs that kind of quoting, do not call create_print_quote; send them to /contact or the human upload flow.
05 Can an agent order a 3D print without a human?
The agent can obtain a guest token and a quote without an account. It cannot skip customer approval or technician review, and it cannot invent a quote for an assembly the slicer never saw. Checkout requires approvalConfirmed: true, and payment capture waits on human model review.
06 What operating limits apply?
24-hour guest token, 3 free quotes, one STL/OBJ/STEP/STP/3MF file up to 5 MB, quantity 1–150, 300 × 320 × 325 mm, PLA and PETG, US shipping or Bay Area courier.
07 Does agentic 3D printing include local pickup?
The Agent API fulfillment methods are US shipping and Bay Area courier. Downtown San Francisco pickup is available on the human quote flow at aiurion.com, not on the guest agent workflow.
08 Where should an agent start?
Read /ai-agents for the workflow, then POST /api/agent/v1/sessions or connect MCP at /api/agent/v1/mcp. The OpenAPI document is /api/agent/v1/openapi.json. For assemblies or complex quoting, send the customer to /contact instead of creating a guest quote.
START WITH THE FILE
Use the agent workflow, not a printer driver.
Start on /ai-agents for the guest session, quote, approval, and Stripe rules. Use /mcp-3d-printing if the question is specifically how MCP fits.