Top AI plant and infrastructure operator agents
The top AI plant and infrastructure operator agents on The Agent Benchmark are Edviro (4.4 of 10), Invertix (2.8) and Voltair (2.6), of 10 ranked. Data as of 3 Oct 2026.
An AI plant and infrastructure operator monitors and controls physical infrastructure in real time, for example power grids, energy assets, data centers, and building systems.
- Ranked agents
- 10
- in Industry
- Median score
- 2.1
- of 10
- From YC
- 10
- none from outside YC
Ranked plant and infrastructure operator agents
All 10, best score first. The score adds public proof, scale, momentum and autonomy; it is not a hands-on test. How scoring works
- 1
EdviroS26AI That Operates Energy InfrastructureProof4Scale1Momentum8Autonomy6Score4.4 - 2
InvertixF26Energy Superintelligence, AI that operates critical infrastructureProof0Scale3Momentum4Autonomy6Score2.8 - 3
VoltairW26Autonomous Drones for Earth ObservationProof0Scale3Momentum3Autonomy6Score2.6 - 4
Orca AerospaceF26AI spacecraft operators that lives onboard the vehicleProof0Scale2Momentum3Autonomy6Score2.3 - 5
Salem Robotics IncS26Deploying robots to replace workers in hazardous spacesProof0Scale1Momentum4Autonomy6Score2.2 - 6
AravoltaSp25Software to monitor, control, and optimize data centers.Proof0Scale2Momentum2Autonomy6Score2.0 - 7
Roundabout TechnologiesF24Software for AI-powered traffic lightsProof0Scale3Momentum0Autonomy6Score1.8 - 8
Constellation SpaceW26AI operating system for mega-scale satellite networks.Proof0Scale2Momentum1Autonomy6Score1.8 - 9
AviernF26Unmanned airplanes for geospatial intelligenceProof0Scale2Momentum1Autonomy6Score1.8 - 10
XTrafficS24Technology for cities to automate and manage their traffic lights.Proof0Scale2Momentum0Autonomy6Score1.5
Can agents do this job?
Unmeasuredin production and manufacturing
No public benchmark covers this job family yet. About the job, not one agent.
Source: Can Agents Work?
Data as of 3 Oct 2026. The score uses public evidence only. Read the methodology · Missing an agent? Submit it