Vertical AI Semantic Glossary

A specialized architectural layer enriching foundation models with domain physics, cost constraints, and operational rules.

Generic models know language; vertical AI integrates model intelligence with physical machine economics.

Hourly operational cost of a CNC lathe or milling machine including depreciation, energy, labor, and consumables.

The core metric in machining cost estimation. Multiplied by cycle time to yield instant part pricing.

An intelligent quotation mechanism analyzing 3D CAD files to automatically generate cycle time and pricing drafts.

Reduces quotation latency from days to seconds, creating seamless transaction flow between buyers and shops.

Decision logic producing identical, audit-proof, and verifiable outputs given identical inputs.

Eliminates hallucination risks in high-stakes enterprise decisions.

A formal domain language specifying AI decision workflows, constraints, and human veto boundaries.

Standardizes autonomous AI execution boundaries and audit rules.

The principle ensuring AI systems only propose candidate artifacts, leaving absolute veto power with human operators.

Ensures human oversight and accountability remain intact across all automated workflows.