ML Systems — NAICS 236115
Construction Intelligence, Open
Building codes, structural engineering, material provenance, and the construction ontology. Knowledge that makes construction better for everyone.
9
Knowledge Domains
91
Task Codes
269
Days of Ground Truth
45
Sheet Plan Stack
Knowledge Base
Structural loading, steel spans, RI building codes, truss systems, wall assemblies, and the 45-sheet plan stack.
Material Provenance
Track any recovered material by ML Material ID. Full chain from source building to new project.
Construction Ontology
91 task codes, 13 phases, 36 primitives. The construction sequence as a directed acyclic graph.
Research
Deconstruction science, shingle recycling, material recovery economics, and grant analysis.
Compliance & Codices
DEM environmental exports, salvage value grading, contamination protocols, and state agency reporting.
About & Equity
Fiduciary structure, Lucent Lens, public-before-private equity ordering, and partnerships.
API Documentation
Integration depth L1-L4. Ontology licensing, material feeds, design benchmarks, and webhooks.
The ML Systems Ecosystem
Every domain feeds the others. Learn here. Apply, buy, connect, and experience everywhere.