‹ Plant and infrastructure operator agents

Edviro

AI That Operates Energy Infrastructure

edviroenergy.com

4.4Score#122 of 999 agents#1 of 10 in Plant and infrastructure operator

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Why it ranks #122

Edviro, an AI plant and infrastructure operator from YC S26, ranks #122 of 999 AI agents and #1 of 10 in Plant and infrastructure operator, with a score of 4.4 of 10. Data as of 3 Oct 2026.

The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·

Proof 4 × 30% 1.2
Scale 1 × 30% 0.3
Momentum 8 × 25% 2.0
Autonomy 6 × 15% 0.9
= 4.4

Proof
Do customers use it? 30% of the score
4
Claims a customer result and a customer count.
- +2
  A customer result
  “To date, we've saved clients six figures in multiple buildings.”
  Launch YC post · 7 Jul 2026
- +2
  A customer count
  “We’re live in 34 facilities, have identified more than $400K in avoidable energy costs, and are now opening our first partnerships with data center operators.\”
  Launch YC post · 26 Aug 2026
Not found: revenue or growth (+4), named customers (+3), work done at scale (+2)
Scale
Is there a real company behind it? 30% of the score
1
2 people.
- +1
  2 people on its YC page2 people
Not found: funding round in its news (+3)
Momentum
Is it shipping and growing now? 25% of the score
8
Shows a recent launch, hiring, a new claim and a new batch.
- +3
  Launched in the last 6 monthsEdviro - AI that operates energy infrastructureLaunch YC post · 26 Aug 2026
- +2
  Hiring: 2 open rolesMember of Technical Staff, Founding GTMYC page
- +2
  A new traction claim
  “We’re live in 34 facilities, have identified more than $400K in avoidable energy costs, and are now opening our first partnerships with data center operators.\”
  Launch YC post · 26 Aug 2026
- +1
  New: YC Summer 2026
Not found: funding news in the last year (+2)
Autonomy
How much of the job does it do on its own? 15% of the score
6
Supervised agent: takes actions in other systems; a person approves key steps.
- +6
  Level 2 of 4: Supervised agentTakes actions in other systems; a person approves key steps.
What the model read
- Acts in other systems: 89% likely
- Finishes whole tasks: 27% likely
- Calls itself an agent: 4% likely
Level 2: Takes actions in other systems; a person approves key steps.

About Edviro

Edviro builds AI that operates energy infrastructure. We connect to meters, HVAC systems, batteries, solar, and other energy equipment and continuously handle the work required to keep them efficient: detecting and diagnosing problems to forecasting demand, simulating fixes, creating work orders, coordinating maintenance, and controlling equipment where authorized. Our energy world models learn how each site behaves, choose the highest-value actions, and verify the results against real operational, meter, and billing data.