Best legacy infrastructure management tools in 2025

SparkCognition

A system for optimizing infrastructure and enhancing safety.

irisradgroup.com

Automated road monitoring and asset management for cities.

Jungle AI

Advanced analytics for optimizing machine performance and reducing downtime.

AIM

Autonomous fleet management for heavy machinery operations.

AIaC

AI-powered code generator for managing infrastructure efficiently.