AI Architecture
Data is the new oil.
Capturing and accurately labeling proprietary data is critical to evolving valuable AI models.
Data is the bottleneck to foundation model performance.
Context
Domain expertise concepts.
Decision Tree
Decision tree for architecting your AI platform.
Deeply understand your vertical's unique needs to train models on unique domain-specific data to provide a point of difference and competitive advantage.
Predictions
AI models will become commoditized but there are significant opportunities in providing the infrastructure to power them and building applications that leverage them to solve valuable problems. The model layer can be seen as an essential connector, but not necessarily where the strongest businesses are built.
AI Stack Components
- Databases
- ETL Pipeline
- Data preprocessing
- Model training
- Model evaluation
- LLM Analytics
- RAG Models
- Prediction Models
- Onchain AI
- Robotics Tools
- Computer Vision Tools
Infrastructure Providers
Open Source Resources