The AI-chip development platform for engineers and researchers — design, process, simulate, and manufacture next-generation AI, ML, and Transformer chips. Ask anything below to start building.
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Thinking time
For engineers & researchers building AI silicon
From concept to fab — develop AI chips end-to-end
ChipFoundryServices is an AI-chip development platform for semiconductor and AI professionals. Design architectures, model process modules, run simulations, plan manufacturing, and build machine-intelligence knowledge — with an AI copilot (CFSGPT) trained across chip design, fab process, and modern AI. Covering the full stack: Artificial Intelligence, Machine Learning, Deep Learning, Large Language Models, AI agents, and AI Transformer chip architecture.
Built for teams at
IntelNvidiaTSMCAMDAppleASMLApplied MaterialsLam ResearchKLATeslaUMCGlobalFoundriesIntel Foundry ServicesTeraFabASMISiemensAnthropicOpenAIPerplexityMicrosoftAmazonOracleHPDellBoeingPhysics AI
Three paths · one for every role in the AI chip stack
Design & Architecture
Silicon Architect Track
For design, architecture & verification engineers at Nvidia, AMD, Apple & Intel.
AI chip & accelerator architecture
Transformer & neural-network hardware
RTL, verification & design flow
Simulation & performance modeling
Process & Manufacturing
Fab & Process Track
For process, equipment & yield engineers at TSMC, ASML, Applied Materials, Lam & KLA.
Process modules: Etch, CVD, PVD, CMP, Litho
Metrology, defect & yield with ML
Equipment, hardware & RF design
Manufacturing productivity & MES
AI & Systems
AI Systems Track
For AI, ML & infra engineers at Anthropic, OpenAI, Microsoft, Amazon & Oracle.
LLMs, deep learning & agents
Training & inference on AI silicon
Co-design of models & hardware
Physics & ML-driven simulation
AI Chip Development Hub · what you can build here
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AI Chip Design
RTL to layout, accelerator microarchitecture, and design-flow guidance for AI silicon.
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AI Chip Architecture
Dataflow, memory hierarchy, and systolic/neuromorphic architectures for ML workloads.
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AI Transformer Chip
Attention-optimized hardware, tensor engines, and transformer accelerator design.
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AI Chip Process
Etch, deposition, litho, CMP and process integration for advanced nodes.
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AI Chip Manufacturing
Fab flow, yield, metrology, and defect reduction powered by machine learning.
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AI Chip Productivity
Throughput, OEE, preventive maintenance, and MES optimization with AI.
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AI Chip Simulation
Device, circuit, thermal, and physics-based simulation plus synthetic data.
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Knowledge Build-up
An AI copilot over 13k+ curated entries spanning chips, process, and AI.
Full curriculum · the complete AI & semiconductor stack
Put CFSGPT to work — your AI copilot for chip design, architecture, process, manufacturing, and machine intelligence. Ask a question and start building.