NeuralCut
The Engineering Brain for Your Shop Floor
Stop relying on generalized tooling charts and guesswork. NeuralCut™ is a deterministic, AI-driven physics engine designed specifically for modern CNC machining. By cross-referencing your exact machine kinematics, complex tool geometries, and ISO material properties, NeuralCut generates highly optimized, safe, and aggressive cutting data instantly.
Core Capabilities & Features
1. Comprehensive Material Intelligence
NeuralCut eliminates the risk of machining unknown alloys. Our integrated database spans all major ISO material classes (P, M, K, N, S, H).
- Extensive Alloy Cross-Referencing: Search and match materials instantly using AISI, DIN, W-Nr, or JIS standards.
- Dynamic Hardness Conversion: Input workpiece hardness in either Brinell (HB) or Rockwell (HRC), and the engine automatically scales the specific cutting force (Kc) calculations.
- Substrate & Coating Awareness: Optimization algorithms adjust dynamically for Solid Carbide (PVD/CVD/DLC), High-Speed Steel (HSS/PM), and advanced Indexable inserts (Cermet, CBN, PCD).
2. Machine Kinematic Digital Twin
A toolpath is only as good as the machine running it. NeuralCut profiles your exact equipment to ensure recommendations never exceed physical limits.
- Power Curve Interpolation: Go beyond flat maximums. Map your spindle's unique Power (kW/HP) and Torque (Nm/ft-lbs) curves across the entire RPM band for hyper-accurate stall prediction.
- Spindle Load Capping: Set custom maximum spindle load limits (e.g., 60%) to protect older equipment, delicate fixtures, or extended tool holders.
- Coolant Strategy Integration: Calculations dynamically scale based on your active cooling method, whether it is Flood, Through-Spindle (TSC), Minimum Quantity Lubrication (MQL), or Dry machining.
3. Advanced Toolpath & Operation Modeling
Whether you are roughing titanium or finishing aluminum, NeuralCut understands the specific physics of your operation.
- Milling: Full support for Dynamic/Trochoidal milling, High-Feed milling, Face milling, 3D surfacing, and Z-axis plunging.
- Turning: Optimized algorithms for OD/ID longitudinal turning, face turning, grooving, single-point threading, and PrimeTurning™.
- Holemaking: Precision data for solid twist drills, U-drills, peck drilling, fine boring, and synchronized rigid tapping.
4. Real-Time Physics & Diagnostics
NeuralCut doesn't just give you a number; it explains the math behind the cut. Ensure a stable process before the first chip is made.
- Radial Chip Thinning: Automatically calculates and applies increased feed rates for shallow radial cuts to maintain proper chip thickness and prevent rubbing.
- Internal Corner (Arc) Compensation: Proactively reduces feed rates in tight corners to prevent sudden tool engagement spikes and chatter.
- Deflection & Gouge Limits: Analyzes tool stickout, shank diameter, and corner radius to throttle feeds and prevent tool bending or dimensional inaccuracies.
- Material Removal Rate (MRR): Live tracking of your volumetric efficiency (cm³/min or in³/min) to maximize spindle profitability.
Maximize Spindle Uptime. Minimize Tool Costs.
By bridging the gap between theoretical physics and shop-floor reality, NeuralCut empowers programmers and operators to push their machines to the limit—safely. Connect your digital tool crib today and start machining with absolute confidence.