At the intersection of physical assets and digital intelligence.

Global electricity demand grew 4.3% in 2024 and is projected near 4% annually through 2027 (IEA). In a single year, NERC's 10-year US peak-demand forecast jumped 24%, driven largely by data centers. And 80–85% of US power production still depends on steam condensers.Meanwhile the fleet is aging and the specialists who could read condenser signatures by hand are retiring. The data to prevent condenser failures already exists in every plant historian. Efficiency Signal exists to act on it.

Andrew “Drew” Jiranek, JDCO-FOUNDER & CEOCorporate attorney for 30+ years; general counsel to AES for 25, the relationship at the heart of the joint venture. JD, William & Mary; AB Economics, Princeton.

Robert “Bob” MechemCHAIRMAN · MANAGING MEMBER, AES38+ years in condenser and turbine services; 3,500+ inspections across 47 states and 9 countries. Supervised 35+ field crews in leak detection and NDT.

Dr. Babak GoshayeshiCTOPresident of DiPhyx; Associate Director of Data Science at Merck; 15+ years in scientific computing and AI/ML. Leads eSentinel™ model development. PhD ChemE, University of Utah.

Jake KrambCOOFormer McKinsey & Company consultant and US Coast Guard intelligence officer. MBA, Chicago Booth; Civil Engineering, US Coast Guard Academy.

TEAMS HAVE SERVED: CONSTELLATION · SOUTHERN COMPANY · DUKE · NEXTERA · MERCK · AVEVA

Efficiency Signal is a Delaware C-corporation structured as a corporate joint venture, having deep field expertise and modern AI under one roof.

American Efficiency Services (AES).Services and domain partner, 38 years of condenser and turbine field service and diagnostics, Cumberland, MD.

Bionetics.Instrumentation partner, remote sensing, OT, and the engineering validation behind the featured case study.

AVEVA.Infrastructure layer, plant information system; a Schneider Electric company.

DiPhyx.Model development and technical operations for the eSentinel™ analytics stack.

AWS.Cloud infrastructure: ingestion, time-series storage, and ML.

NVIDIA.State-of-the-art AI computing infrastructure and software frameworks.

EPRI NAMED ESENTINEL™ A TOP-4 AI USE CASE IN THE OPEN POWER AI CONSORTIUM

$16B TAM · $6B SAM · $360M US SOM · ~$440M/YR US RECURRING, MARKET ESTIMATES. DETAIL UNDER NDA.

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