AutoInvent
Turn abandoned patents
into your own filing
Get Started
Patent drawing for Machine learning-based resource prediction and optimization
US 20,240,403,776 A1
Business & commerce US 20,240,403,776 A1 Not in force

Machine learning-based resource prediction and optimization

This is a software system that uses artificial intelligence to help businesses predict and optimize how much resource, like fuel or emissions, their equipment uses or produces. It analyzes historical data from an asset to create a baseline prediction for its expected or optimal resource consumption or output. This helps identify where to make changes to save resources.

Why it matters: Filed in 2024, the rapid advancements in MLOps and cloud-native integration tools since then have significantly lowered the barrier to deploying and automating such complex ML-driven optimization systems at scale.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedSoftware logic, machine learning models, data infrastructure

3 AI reinvention directions for this patent

See all three

AI gives you a few directions you could take this. Pick one, and we check whether your version is different enough to patent, then write the filing.

Reinvent this with AI

Where this one came from

Every morning we go through millions of abandoned patents and pick out 15 worth your time. This was one of today’s.