Intelligence · embedded · in the physical world

Energy infrastructure that behaves like a living organism.

We fuse high-resolution sensing, digital representations, and AI-driven decision-making so infrastructure doesn't just report data — it reasons about it, and acts safely at the edge.

1.2 GW
managed load
9.2k
decisions / minute
31%
avg. peak shaved
live · cognitive_fabric.stream
PANEL_01PANEL_02EDGE_01EDGE_02PANEL_03COREEDGE_03PANEL_04EDGE_04PANEL_05
kW SAVED / 24H
1,284
DECISIONS / MIN
9.2k
PEAK SHAVED
31.4%
Who we are

Intelligence embedded in the physical world.

We build systems where energy infrastructure behaves less like static hardware and more like a living organism — sensing, learning, and adapting continuously. Every panel, breaker, and transformer becomes a node in a coordinated, reasoning network.

Sense
Sub-cycle resolution at the panel level.
Reason
Models that learn each site's behavior.
Act
Safe, autonomous control at the edge.
Coordinate
Decisions that compound across the grid.
What we do

From sensing to autonomous action.

We fuse high-resolution sensing, digital representations, and AI-driven decision-making to understand energy behavior in real time and act safely at the edge.

PHASE / 01

High-resolution sensing

Continuous waveform-level sensing across loads, sources, and storage — not minute-averaged telemetry.

PHASE / 02

Digital representations

Live digital models that mirror each site's electrical, thermal, and behavioral state.

PHASE / 03

AI decision-making

Optimization, reinforcement learning and clustering reasoning over the model — then dispatching action.

How it scales

Buildings become districts. Districts become cities.

Local intelligence compounds. Decisions coordinate. What starts at a single electrical panel evolves into a city-scale cognitive energy network.

PANEL
Sub-second control of a single circuit.
BUILDING
Whole-site optimization with local autonomy.
DISTRICT
Coordinated dispatch across many sites.
CITY
Cognitive grid that reasons at population scale.
live · cognitive_fabric.stream
PANEL_01PANEL_02EDGE_01EDGE_02PANEL_03COREEDGE_03PANEL_04EDGE_04PANEL_05
kW SAVED / 24H
1,284
DECISIONS / MIN
9.2k
PEAK SHAVED
31.4%
Where we deploy

One platform. Three operating contexts.

/ deploy

Bring cognitive energy to your infrastructure.