theMOG

theMOG is built for market analysis in emerging economies. Its full name is The Mirror of Galadriel, and it is an open-source platform that uses AI to analyse markets, with a focus on commodity sectors in MENA, Africa and Asia.

Businesses in those regions are its intended users, and the pitch is simple: give smaller players the kind of market insight that is usually reserved for large firms with big data budgets.

You get AI-driven insights and customizable dashboards. theMOG pulls in real-time data and applies machine learning to find patterns that are easy to miss by hand, then uses those patterns to predict market trends.

Because the code is open source, you can inspect how the analysis works and adapt the platform to your own needs, which matters when you are trusting forecasts with real money.

The regional focus is the main thing that sets theMOG apart from general analytics products.

If your business trades commodities in these markets, it is a relevant data analytics and prediction tool to look at.

If you work elsewhere, the fit is less obvious.