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AI & Automation
News Analyzer
Financial news analysis and summarisation tooling.
Problem
Financial news arrives as headlines and articles — unstructured text with no consistent structure, entities, or signal to work with.
What we built
A financial news analysis system that processes headlines and articles to extract structure, entities, and signal. A research and tooling project rather than a commercial product — it summarises and classifies news, it does not predict markets.
Technical approach
Python with FastAPI exposing the analysis as an API, and model-based extraction turning raw articles into structured output.
- Status
- In development
- Built by
- Mani Systems project
- Category
- AI & Automation
Key capabilities
- Summarisation of news articles and headlines
- Classification of news items
- Entity, structure, and signal extraction from raw text
Technology
- Python
- FastAPI
- AI / LLMs