> For the complete documentation index, see [llms.txt](https://solfuse.gitbook.io/solfuse/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://solfuse.gitbook.io/solfuse/information/ai-architecture.md).

# AI Architecture

Solfuse’s AI is the engine that fuels everything from deal sourcing to portfolio management.

### **Key Components**

* **Data Ingestion**: Aggregates data from news sources, social media, and specialized industry trackers.
* **Machine Learning Pipelines**: Models rank startups based on metrics like team expertise, market traction, and sentiment.
* **Risk Assessment & Scoring**: Each opportunity is assigned a risk score, updated in real time as new data arrives.