DTFM-Intent
Translate plain English and multimodal engineering documents into typed configurations and executable analysis plans.
AI ENGINE / PROPRIETARY MODEL ARCHITECTURE
Specialized intelligence for physical products.
DTFM domain models are designed to operate on top of industry-leading LLMs, combining machine-readable product context with engineering evidence and process-aware inference.
01 / DESIGN INTELLIGENCE02 / PRODUCTION REALITY03 / MACHINE EXECUTION
MODEL FAMILY
Five specialized intelligence capabilities.
A coherent domain architecture, not five generic assistants.
DTFM-Graph
Resolve part identities, feature dependencies, manufacturing constraints and version-aware relationships.
DTFM-Engineering
Connect electrical checks, design verification and process rules to model-based reasoning.
DTFM-Cost
Estimate component, wafer, packaging, assembly, test, scrap and capacity economics.
DTFM-Factory
Convert approved product configurations into target-process manufacturing artifacts.
DTFM-Governance
Score evidence, apply release policies and preserve fully traceable machine decisions.
THE TECHNICAL CORE
An LLM does not sign off a wafer run.
Natural language is interpreted into typed intent; domain models retrieve graph evidence; certified rules and simulators validate it; an explicit policy determines what can proceed.
TECHNICAL SYSTEM
HYBRID REASONING PIPELINE
Foundation-model intelligence plus proprietary structured context.
LLM inference → typed plan (schema checked)
Graph retrieval → provenance + revision context
Tool invocation → ECAD, DFM, ERP, fab adapters
Constraint solver → feasible configurations
Release policy → approve / escalate / reject
DTFM proprietary domain-model development is the Silicon360 product architecture. Model training, validation coverage and production integrations are staged engineering work—not claims of an already-qualified manufacturing control system.