Mobile-first Energy usage prediction app for manufacturers

A fast, offline-friendly mobile app that puts energy usage prediction in the pocket of every one of manufacturers.

Target audience

Manufacturers

Problem solved

Many manufacturers struggle with energy usage prediction because existing options are expensive, complicated, or not designed for them.

Solution

Start with a no-code prototype, prove demand with paying users, then rebuild on LangChain/OpenAI API for scale.

Technologies

LangChain, OpenAI API, PyTorch

Monetization

Enterprise licenses; AI consulting

Challenges

Poor data quality; High GPU and API costs

Improvements

Create a referral program that rewards users for inviting others.; Add Urdu language support to reach a wider local audience.