Predictive maintenance community network for farms

A members-only community where farms share predictive maintenance knowledge, opportunities and collaborations.

Target audience

Farms

Problem solved

Many farms struggle with predictive maintenance because existing options are expensive, complicated, or not designed for them.

Solution

Launch as a lean web app using Python, Vector databases and scikit-learn, starting with one core workflow done exceptionally well.

Technologies

Python, Vector databases, scikit-learn

Monetization

Usage-based API pricing; SaaS subscriptions

Challenges

Shortage of ML talent; Keeping models updated

Improvements

Add a mobile app with offline mode for low-connectivity users.; Add API access so other businesses can integrate with the platform.