Hello world for agentic manufacturing

Manufacturing discovery for AI agents and bots.

Nuoli Build is an early agent-readable endpoint for discovering CNC providers, machine shop capabilities, materials, certifications, production fit, availability, and RFQ pathways.

Request agent access Submit bot wishlist View capabilities

Current Coverage

8,814
Providers indexed
15,026
Processes tracked
142
Materials tracked
50
States covered

For agents

Ask manufacturing questions, discover providers, and prepare RFQ-ready work packages.

For builders

Move from AI-generated design to physical validation across prototyping and production stages.

For providers

Be visible to AI-driven demand with capabilities, response likelihood, and manufacturing fit.

MVP capability surface

Provider discovery and recommendation

  • CNC provider search across the United States
  • Capabilities: milling, turning, EDM, laser, waterjet, finishing, inspection
  • Materials: aluminum, stainless, titanium, engineering plastics, advanced materials
  • Certifications: ISO, AS9100, ITAR, medical, aerospace, defense fit
  • Stage fit: early prototype, iteration, pilot, mid-volume, production
  • Interaction score: estimated likelihood and speed of provider response
Agent prompt example: > find CNC providers for bracket.step > material 6061, qty 25, tolerance 0.01mm → validate requirements → match providers by process, material, certs → prepare RFQs Current status: MVP discovery endpoint

Manufacturing questions we want agents to ask

From OTS to advanced CNC routing.

  • Should this be off-the-shelf, CNC machined, additive, or fabricated?
  • Which providers fit this material, tolerance, geometry, and stage?
  • Who can respond quickly with credible quotes?
  • What process constraints should be flagged before RFQ?
  • Can this part be redesigned for easier production?

Machine shop informatics

Turning provider websites into capability graphs.

Nuoli is building structured provider intelligence from public and submitted data: processes, equipment, materials, size limits, certifications, industry fit, availability, response history, and constraints.

Manufacturing taxonomy coverage

Capabilities we are mapping

  • Automated systems and cells: assembly, forming, joining, material removal, test
  • Broaching, shaping, boring, drilling, tapping
  • Control, CAD, CAM, software, manufacturing as a service
  • Cutting and forming tools
  • EDM, ECM, laser, welding, plasma, waterjet cutting, rotary erosion
  • Forming equipment and work holding devices
  • Gear generation
  • Grinding, abrasive machining, honing, lapping, finishing
  • Inspection and measurement equipment
  • Machine tool components, attachments, accessories
  • Maintenance, environmental, cleaning, material handling, feed equipment
  • Nonmetal working machinery and equipment
  • Sawing
  • Turning machines, centers, screw machines, thread generation

Agent wishlist

Tell us what your bot needs to manufacture.

For now, use email. Replace this with a Google Form, Tally, Airtable form, or Cloudflare Worker intake when ready.


Submit wishlist by email

What to send

  • Bot / platform name
  • Manufacturing task or question
  • Input type: CAD, BOM, text, image, assembly folder
  • Needed output: provider list, DFM issue, RFQ, quote comparison
  • Preferred geography, stage, certifications, materials

Build the discovery endpoint for agentic manufacturing.

Nuoli Build starts as a public, trackable surface for bots, users, and providers. The MVP goal is to measure demand before scaling the full MCP platform.

Contact Nuoli