US Department of Energy

The U.S. Department of Energy is a government agency established in 1977, located in Washington, D.C. Its primary mission is to ensure the security and prosperity of the nation by tackling energy, environmental, and nuclear challenges. The Department focuses on promoting transformative scientific and technological solutions to address these issues, thereby supporting the country's energy needs and environmental sustainability.

Maria Robinson

Director of DOE's Grid Deployment Office

Past deals in Predictive Analytics

kWh Analytics

Grant in 2024
kWh Analytics, Inc. is a leading provider of risk management and analytics solutions specifically designed for solar investors and operators. Founded in 2012 and based in San Francisco, the company utilizes a comprehensive performance database that encompasses 20% of the U.S. solar asset class. Its flagship product, HelioStats, offers data integration, analytics, and performance benchmarking, enabling clients to make informed investment decisions and enhance portfolio performance. Additionally, kWh Analytics introduced the Solar Revenue Put, a credit enhancement that mitigates investment risk by providing an insurance-backed production guarantee, thereby improving financing terms for solar projects. The company also offers resources such as The Solar Lendscape, which catalogs active solar lenders, and DealFlow reports that analyze market trends. Serving a diverse clientele, including institutional investors, asset management firms, and private equity groups, kWh Analytics aims to minimize risk and boost equity returns in the solar sector.

FPoliSolutions

Grant in 2024
FPoliSolutions develops software products for nuclear, data analytics & machine learning, EV mobility and renewable energy industries.

Ndustrial

Grant in 2024
Ndustrial provides analytical engines that enhance businesses' production control, improve energy efficiency, and minimize waste. Primarily serving mid-tier manufacturers, they integrate legacy data, streamline Industrial IoT deployments, and host predictive control algorithms to optimize operations globally.

EnviTrace

Grant in 2024
EnviTrace is a creation of cutting-edge machine learning and artificial intelligence (AI/ML) techniques and technologies.

DataCicada

Grant in 2024
DataCicada is a scientist at heart, and they thrive in assisting you in overcoming your most complex data difficulties.

Mimetics

Grant in 2024
Mimetics is a technology and science company that specializes in biological processes through computational and mathematical tools. It uses proprietary data analytics platform to analyze cell level network dynamics to assist both industry and research in new solutions.

EnviTrace

Grant in 2024
EnviTrace is a creation of cutting-edge machine learning and artificial intelligence (AI/ML) techniques and technologies.

Optimal Solutions

Grant in 2024
Optimal Solutions provides operations research solutions for companies in a variety of sectors. Their services supply chain optimization, prescriptive analytics, applied machine learning, and simulation.

Zeus AI

Grant in 2024
We integrate multi-modal, multi-resolution data to create a unified model of our planet. Our model predicts timely, complete, high-resolution global information. Zeus AI has been recognized for its contributions to the field through selections for NASA's Small Business Innovation Research (SBIR) program, receiving funding to further develop its AI-driven solutions for environmental monitoring and analysis. With a focus on software development within the environmental sector, Zeus AI is dedicated to improving how weather data is collected, analyzed, and utilized for various applications.

X-ScaleSolutions

Grant in 2024
X-ScaleSolutions is an IT company specialized in providing solutions for HPC, big data, deep learning and cloud computing.

NexGen Analytics

Grant in 2024
NexGen Analytics provides high-performance scientific and data applications.

Subsurface Insights

Grant in 2024
Subsurface Insights is a geophysical research and development company.

Visimo

Grant in 2024
Visimo provides AI solutions, data science tools, cloud-based software, BI dashboards, analytics, prototyping, and web application services.

BiaTech

Grant in 2024
BiaTech develops an artificial intelligence-driven platform that provides real-time actionable insights for energy and industrial producers. Its proprietary web applications, advanced sensors, and human-centric AI fusion technology enable clients to optimize resource management and mitigate risks.

Subsurface Insights

Grant in 2023
Subsurface Insights is a geophysical research and development company.

Leaptran

Grant in 2023
Leaptran develops AI-driven energy management systems for optimizing consumption and cost savings. Their solution integrates renewable energy sources, battery storage, solar forecasting, load forecasting, asset protection, and system integration to enhance energy affordability, reliability, and resiliency.

Innowatts

Grant in 2023
Founded in 2013, Innowatts specializes in data analytics for the energy sector. Its eUtility™ platform leverages machine learning and meter-level data to help energy retailers and utilities worldwide manage grids, enhance profitability, improve customer relationships, and promote sustainability.

muGrid Analytics

Grant in 2023
We combine our deep expertise in renewable energy systems, modern energy markets, and financial engineering to help our clients optimize the design and operation of their energy assets. We are the quants of the renewable energy world. We combine our deep domain expertise in energy system operation, energy markets, and financial engineering with cutting-edge stochastic modeling and optimization to help project developers, investors, utilities, and equipment manufacturers reduce the risk and maximize the economic return of their assets. We’re recognized experts in the economics of battery energy storage and will help you get the right system in place, show you the economic return, and then once it’s built, we’ll analyze the data so you know you’re getting the best performance. Let us put math, big data, and the coolest analysis on the planet to work for you.

Fathom Science

Grant in 2023
Fathom Science is a technology company that specializes in ocean data analytics. It develops a platform that creates a digital twin of the ocean, fusing real-time observations, advanced modeling, and machine learning to deliver dynamic, interactive maps and insights across time and space. This four-dimensional ocean intelligence empowers maritime businesses, such as ports, shipping, and insurance companies, to navigate with confidence, optimize operations, and anticipate future marine conditions.

Geometric Data Analytics

Grant in 2023
Geometric Data Analytics focuses on solving complex data analysis problems. GDA merges expertise from academia with solutions that matter to industry and government.

X-ScaleSolutions

Grant in 2023
X-ScaleSolutions is an IT company specialized in providing solutions for HPC, big data, deep learning and cloud computing.

Visimo

Grant in 2023
Visimo provides AI solutions, data science tools, cloud-based software, BI dashboards, analytics, prototyping, and web application services.

Scanalytics

Grant in 2021
Founded in 2012, Scanalytics specializes in measuring customer movement patterns within physical spaces such as retail stores and events. Utilizing proprietary IoT sensors, the company collects and analyzes data on consumer behavior to optimize space utilization, marketing campaigns, and workforce scheduling.

PassiveLogic

Grant in 2020
PassiveLogic develops autonomous building control systems that optimize energy use and simplify infrastructure management. Its platform employs physics-based digital twins, real-time system simulation, automatic commissioning, generative design tools, and edge-deployed intelligence to coordinate HVAC, electrical, and other building systems in commercial and industrial facilities, improving occupant comfort and operational continuity. The Quantum digital twin standard underpins the approach for autonomous systems, and the technology has demonstrated around 30% energy savings versus conventional controls. By scaling autonomous building controls across the built environment, PassiveLogic aims to unlock substantial energy efficiency gains and reduce overall energy consumption tied to buildings, a major global energy user. Founded in 2016, the company focuses on delivering high-impact sustainability solutions for real estate and infrastructure sectors.

Blue Wave AI Labs

Grant in 2019
Founded in 2016, Blue Wave AI Labs specializes in developing custom artificial intelligence solutions for complex real-world problems. Led by industry veterans and accomplished scientists, the company combines expertise in data science, engineering, AI, and mathematics to deliver tailored solutions. Unlike generic AI platforms, Blue Wave focuses on specific industries such as nuclear energy, aerospace, and defense, offering predictive analytics tools designed to enhance safety, improve efficiency, and ensure regulatory compliance.

PassiveLogic

Grant in 2019
PassiveLogic develops autonomous building control systems that optimize energy use and simplify infrastructure management. Its platform employs physics-based digital twins, real-time system simulation, automatic commissioning, generative design tools, and edge-deployed intelligence to coordinate HVAC, electrical, and other building systems in commercial and industrial facilities, improving occupant comfort and operational continuity. The Quantum digital twin standard underpins the approach for autonomous systems, and the technology has demonstrated around 30% energy savings versus conventional controls. By scaling autonomous building controls across the built environment, PassiveLogic aims to unlock substantial energy efficiency gains and reduce overall energy consumption tied to buildings, a major global energy user. Founded in 2016, the company focuses on delivering high-impact sustainability solutions for real estate and infrastructure sectors.

PassiveLogic

Grant in 2018
PassiveLogic develops autonomous building control systems that optimize energy use and simplify infrastructure management. Its platform employs physics-based digital twins, real-time system simulation, automatic commissioning, generative design tools, and edge-deployed intelligence to coordinate HVAC, electrical, and other building systems in commercial and industrial facilities, improving occupant comfort and operational continuity. The Quantum digital twin standard underpins the approach for autonomous systems, and the technology has demonstrated around 30% energy savings versus conventional controls. By scaling autonomous building controls across the built environment, PassiveLogic aims to unlock substantial energy efficiency gains and reduce overall energy consumption tied to buildings, a major global energy user. Founded in 2016, the company focuses on delivering high-impact sustainability solutions for real estate and infrastructure sectors.

Scanalytics

Grant in 2017
Founded in 2012, Scanalytics specializes in measuring customer movement patterns within physical spaces such as retail stores and events. Utilizing proprietary IoT sensors, the company collects and analyzes data on consumer behavior to optimize space utilization, marketing campaigns, and workforce scheduling.

Ennetix

Grant in 2016
Ennetix is a developer of artificial intelligence-powered analytics technology that focuses on optimizing the performance and security of networks, applications, and resources. The company's AIOps solution is designed to enhance the user experience of mission-critical applications by monitoring real-time usage and traffic within IT networks. By analyzing this data, Ennetix's technology adjusts network capacity to align with actual demand, allowing enterprises to improve efficiency, reduce energy consumption, and ultimately lower operational costs. Through its innovative approach, Ennetix aims to deliver significant benefits to businesses by ensuring optimal resource utilization and enhanced application performance.
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