The top solutions operators most want built.

Publishing in November. Built entirely from what operators tell us.


How a problem makes the list

Individual answers and company names are anonymized. Data appears only in aggregate.

Open submissions

Operators in manufacturing, logistics, energy, utilities, and construction each describe a problem they would pay to fix, how much the problem costs them, and how urgent it is.

1

Review

Every submission is reviewed before it counts. Duplicates and submissions from vendors are removed.

2

Grouping

Submissions that describe the same underlying problem are grouped together across industries.

3

4

Ranking

Problems are ranked by how many operators raised them, what they cost, how urgent they are, and how ready operators are to buy. The top-ranked problems make the list.