AI-Powered Manufacturing Engine

North 41 doesn't run CNC machines — we build the software that programs them. Lithic is an autonomous AI pipeline that transforms design intent into machine-ready toolpaths in minutes, with fewer revisions and verification built into every step. It's how an AI-first approach to CNC gets a part from a plain-English description to shop-ready G-code.

From Prompt to Production in Minutes

Traditional CNC manufacturing requires hours or days of manual programming — interpreting a print, building CAM toolpaths, setting up stock and fixtures, writing post-processor code. Lithic AI collapses this into an autonomous pipeline that takes a natural language description and outputs production-ready artifacts.

Every part goes through verification and simulation before any tool moves. The system catches design-for-manufacturability issues, checks tolerances against machine capability, and runs FEA to validate structural integrity — all before a single chip is cut.

Lithic AI Pipeline

"Aluminum L-bracket, 6061-T6" Planner CAD Render Verify Governance FEA CAM G-code ✓

14 nodes · conditional redesign loops · max 3 iterations per phase · hard cap at 30 node visits

Performance Metrics

3–6 min Typical Pipeline Time Prompt to complete output, complex part
120 / 120 Reference Parts to Spec Deterministic catalog benchmark
20+ Parametric Part Templates Plus LLM scripts for novel geometry
1,340+ Automated Tests Run continuously on every change

What the Engine Produces

STEP Geometry

Production-ready 3D models in ISO 10303 STEP format. Built from 20+ deterministic parametric templates and verified against design intent — every dimension, bore, and bolt circle measured on the actual solid before release, not assumed.

G-Code Toolpaths

3-axis CNC G-code with OCL 3D surface paths when available, fallback to 2.5D prismatic. Post-processor configs for major controller families (Fanuc, Haas, Siemens).

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DFM Report

Design-for-manufacturability analysis checking wall thickness, hole aspect ratios, material compatibility, and GD&T tolerance stackups. Flags features that are expensive or impossible to machine.

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Costed Quote

Automated quote generation with material cost, machine time estimation, setup fees, and quantity pricing. Supplier integration via Nexar, Xometry, and TraceParts MCP connectors.

What Lithic Builds — and What It Declines

Honesty about scope is a feature, not a limitation. Lithic operates inside a deterministic 2.5–3 axis prismatic machining envelope — the work that production CNC mills and lathes actually do well. Inside that envelope it builds complex, multi-feature parts to spec. Outside it, the system refuses rather than approximates, routing the request to a human engineer with a clear reason. A wrong model that looks right is worse than an honest "not yet."

Builds Reliably

  • Bearing housing blocks — central bore + bolt circle on a verified pitch diameter
  • Pipe & weld-neck flanges — bore, raised face, 4/6-bolt circles
  • Spur gears — module & tooth count → correct tip diameter, bore, keyway
  • Sealed enclosures — walls, lids, connector cutouts, standoff bosses
  • Stepped / keyed shafts, split shaft collars, cylindrical housings
  • Brackets (L / Z / gusset / NEMA motor mounts), U-channels
  • Plates — tapped grids (to 8×8), pockets, bolt circles, counterbores
  • Hex standoffs & spacers, hydraulic manifold blocks, threaded studs

Declines & Routes to an Engineer

  • Freeform / lofted surfaces (turbine blades, transition ducts)
  • True 5-axis swept geometry (impellers, blisks, propellers)
  • Organic / topology-optimized / lattice (generative) structures
  • Cam-profile and airfoil cross-sections
  • Features below tool minimums (e.g. sub-millimetre holes in steel)

Each of these is detected before any geometry is generated — and verified in our test suite to produce no output rather than a plausible-looking fake.

Every claim above is exercised by an automated end-to-end test catalog: complex parts are measured on the resulting solid (bounding box, bore diameters, bolt-circle pitch, hole positions), and out-of-envelope requests are checked to confirm they are declined, not fabricated.

Verification & Quality Gates

Every part produced by the Lithic pipeline passes through multiple verification layers before its G-code ever reaches a CNC machine:

Supply Chain Integration

North 41's technology platform doesn't stop at design and CAM. The Lithic pipeline connects directly to component sourcing databases:

Software-Defined Manufacturing

Japan has long led the world in precision manufacturing — companies like DMG Mori, Mazak, Fanuc, and Okuma define the state of the art in CNC technology. North 41's Lithic AI platform represents the next evolution: software-defined manufacturing where the gap between design and production collapses from weeks to minutes.

This position at the intersection of AI automation and precision machining creates natural opportunities for technical partnership and shared modernization — bringing together domain expertise with a platform built for speed, transparency, and continuous improvement.

Try the Engine Free

Describe a part in plain English and watch Lithic produce STEP geometry, G-code, a DFM report, and a costed quote. Your first 3 design runs are free — no credit card required.

Try Lithic Free → Talk to Our Team

Free, Pro ($14.99/mo) and Studio ($49.99/mo) tiers are available for self-serve use, with custom partnership deployments for production volume.