$121B
Cost of outages to U.S. customers in 2024. Tripled since 2003.
Oak Ridge National Laboratory / DOE
Decision software for grid operators
Unified data. Risks flagged. Planning handled.
Evardi deploys AI agents that sit on top of the systems a utility already runs, pulling fragmented data into one live picture, scoring reliability risks before operators act, and working through the planning so your team makes the final call.
Scroll
Backed by
SF1Browder Capital
The problem
The grid is getting harder to run.
70%
of U.S. transmission lines are 25+ years old.
EIA / NERC
50%
of the utility workforce can retire within a decade. The knowledge leaves with them.
U.S. DOE; U.S. Census Bureau
2×
Growth in data-centre demand by 2030, bringing concentrated new load to the grid.
International Energy Agency
How it works
Fragmented data in. One clear decision out.
Our models pull fragmented operational data in real time and flag reliability risks before operators act.
- 01
One compatibility layer
Evardi sits on top of the fragmented, siloed systems a control room already runs, reading every format and speaking to each one, so scattered operational data becomes a single live picture of the grid, with no rip-and-replace.
- 02
Reliability scoring
Evardi's models, trained on real grid operations, score outage and reliability risk before operators act, and every score comes with the analysis behind it.
- 03
Planning agents
AI agents work through the planning, weighing options and conflicts, so the hard analysis is done and the operator makes the final call.
Platform
Built for operators.
01
Real-time data integration
Pulls fragmented operational data together as it happens.
02
Reliability-risk detection
ML models flag risks before operators act on them.
03
Outage coordination analysis
The analysis behind how utilities plan and approve outages.
04
Day-to-day decision support
Backs the routine calls that keep a network stable.
05
Works with existing systems
Sits alongside what the control room already runs.
06
Trained on real grids
Models built on proprietary operational datasets.
Traction
Active in the US and Sub-Saharan Africa.
6
countries active
40,000+
grid-km covered
Working on energy infrastructure?
We're always glad to connect with people working on energy infrastructure, grid reliability, or data center power.
Or send us a note