Pacific Northwest National Laboratory

What Pacific Northwest National Laboratory does

Pacific Northwest National Laboratory (PNNL) is a U.S. Department of Energy national laboratory founded in 1965 and operated by Battelle under a federal management contract, headquartered in Richland, Washington with additional research centers in Seattle, Sequim, and Portland. PNNL conducts multidisciplinary research across energy storage and grid modernization, AI and quantum computing, nuclear and materials science, cybersecurity, and biological and Earth sciences. The laboratory operates major facilities including the $75 million Grid Storage Launchpad (home to the only prismatic battery cell production line at a U.S. national laboratory), the Environmental Molecular Sciences Laboratory, the Radiochemical Processing Laboratory, and the Energy Sciences Center. PNNL has generated 6,517 invention disclosures since 2000 and is a designated hosting laboratory within the DOE Genesis Mission.

Core technology assets include AI-powered products such as EGS-Twin (a digital twin for enhanced geothermal systems co-developed with NVIDIA and Fervo Energy), AutoLabs (a generative agentic AI system that translates experimental goals into laboratory-robot instructions and is credited with 5–10x more experiments than manual methods), ChatGrid (a generative AI interface for power-grid operators), MERU and ALOHA (cybersecurity systems built on consolidated threat intelligence and Anthropic's Claude, respectively), the Glass Formulation Optimizer (which reduces nuclear-waste vitrification recipe time from months/years to under 120 minutes), and open-source grid software including VOLTTRON, ExaGO, and MHKiT. Internally developed AI spans physics-informed neural networks, a quantum error-correction decoder that achieved an 11.1x logical error-rate reduction on IBM quantum processors, and a multimodal foundation model (SeisModal) for seismic time-series analysis.

PNNL's business model is dominated by federal appropriations and competitive DOE grants (Office of Science, Office of Electricity, Nuclear Energy, ARPA-E), supplemented by technology licensing and Cooperative Research and Development Agreements (CRADAs) with industry. Direct funding flows from DOE, DOD, DARPA, and other federal agencies; industry licensees include Ampcera (all-solid-state batteries), Refinity (sustainable aviation fuel catalysts), Invinity Energy Systems (vanadium flow batteries), and Electrovaya; research collaborators include NVIDIA, Microsoft, OpenAI, Ginkgo Bioworks, Morgan State University, and multiple DOE national labs. Pricing is not commercially published because services are delivered through grants, cooperative agreements, and licensing arrangements rather than standard commercial contracts.

Name

Pacific Northwest National Laboratory

Legal name

Pacific Northwest National Laboratory

Website

https://pnnl.gov

Company type

Public

Founded year

1965

Operating status

Operating

Headcount range

5,001–10,000 employees

Short description

Pacific Northwest National Laboratory (PNNL) is a U.S. Department of Energy national laboratory operated by Battelle, conducting multidisciplinary R&D in energy storage, grid modernization, AI, nuclear science, and cybersecurity for federal and industry partners.

Ownership category

akta.pro rank

Product category

Government Research Laboratory

NAICS

Scientific Research and Development Services (5417), Research and Development in Biotechnology (except Nanobiotechnology) (541714), Other Scientific and Technical Consulting Services (54169)

SIC

Services-Commercial Physical & Biological Research (8731), Services-Testing Laboratories (8734)

akta.pro primary industry

Molecular & Genetic Testing (PCR/NGS/qPCR) (HLAGADAF)

akta.pro secondary industries

Electrical Testing & Certification (Protection Relays, Switchgear, Transformers) (EUAEAHAG), Policy Management, Training & Ethics/Whistleblowing (BPAEAPAI)

Keywords

• National laboratory research
• Energy storage research
• Grid modernization software
• Scientific computing services
• Nuclear science research

Headquarters

HQ city

Richland

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Infrastructure, Operations

Revenue model

1. Federal Government Research Funding: As a Department of Energy national laboratory operated by Battelle, PNNL receives the majority of its funding through federal government appropriations, DOE Office of Science programs, and competitive research grants from various federal agencies.
2. Technology Licensing and Transfer: PNNL licenses technologies to private companies through technology transfer agreements, generating revenue through patent licensing, software licenses, and technology commercialization partnerships.

Go-to-market motion1 record

Distribution channels5 records

Marketing channels6 records

Core offering

PNNL is a U.S. Department of Energy national laboratory that delivers scientific research, advanced technology development, and user facility access across energy resilience, scientific discovery, and national security. Its portfolio includes federally funded research and development, open-source software tools (ExaGO, VOLTTRON, VOLTTRON-based platforms), specialized testing and fabrication facilities (Grid Storage Launchpad, prismatic battery production line), AI and quantum computing platforms (EGS-Twin, AutoLabs, ChatGrid, MERU), and technology transfer licensing to industry partners.

Product overview

PNNL operates as a Department of Energy national laboratory offering a diverse portfolio of research platforms, software tools, and testing facilities rather than a single commercial product. Key offerings include EGS-Twin (AI-powered geothermal digital twin developed with NVIDIA and Fervo Energy), AutoLabs (generative agentic AI for laboratory automation), the Grid Storage Launchpad (utility-scale battery testing facility), VOLTTRON (distributed sensing and control platform), ExaGO (open-source grid optimization software), ChatGrid (generative AI for power grid visualization), AMP2 (anaerobic microbial phenotyping platform built with Ginkgo Bioworks), and the Wildfire Mitigation Plan Database with AI features. These products serve DOE's mission across energy resiliency, scientific discovery, and national security domains, often developed through public-private partnerships and made available as open-source tools or user facilities.

Differentiator

Problem solved

Functional benefit

Products and services

• EGS-Twin Digital Twin Platform AI-powered digital twin platform that simulates enhanced geothermal reservoir behavior and provides real-time insights into underground performance by combining field data, physics-based modeling, and AI-driven forecasting.
• AutoLabs Generative agentic AI system that translates experimental goals into instructions for laboratory robots, addressing bottlenecks in experiment setup and enabling 5-10x more experiments than manual methods with minimal human intervention.
• Grid Storage Launchpad A $75 million research facility serving as the nation's proving ground for grid-scale energy storage technologies, enabling testing and validation of battery storage systems up to 100 kilowatts across six test bays.
• VOLTTRON Open-source distributed sensing and control software platform that coordinates communications and decisions in transactive energy systems, enabling rapid two-way communications between power markets and buildings and devices.
• ExaGO Open-source exascale grid optimization toolkit for solving large-scale, nonlinear power grid optimization problems, capable of modeling extreme events and operational complexities on power grid reliability.
• ChatGrid Generative AI tool allowing US power grid operators to query grid data through a question-and-answer interface, displaying information on generation capacity, voltage, and power flow.
• Data Center Atlas Public tool offering detailed, downloadable information on US data center locations and projections for future hyperscale data center siting, combining infrastructure data layers (fiber, electricity, water).
• AMP2 (Anaerobic Microbial Phenotyping Platform) World's largest autonomous-capable science system for anaerobic microbial experimentation, built by Ginkgo Bioworks under DOE partnership, for identifying and optimizing microbes for industrial applications.
• MERU Cybersecurity System AI-based cybersecurity system that consolidates threat intelligence from multiple databases, enabling faster identification of attacks including zero-day vulnerabilities.
• AI Data Center Energy Performance Framework Comprehensive technical standards and industry best practices for AI data center development covering energy sourcing, thermal efficiency, grid-interactive design, and operational best practices.
• Wildfire Mitigation Plan Database Database with over 400 wildfire mitigation plans from 170 utilities across 19 states, updated with AI research assistant allowing users to ask questions and get answers with source references.
• SeisModal Multimodal foundation model using earthquake data to analyze complex time series signals, developed by PNNL researchers.
• Li-Batt Design App Software application helping battery developers and researchers easily design lithium-metal-based pouch cells, developed under the Battery500 Consortium; generated four revenue-bearing licenses and one government-use agreement in its first year.
• Home Energy Score Gateway Web-based services platform that packages DOE's Home Energy Score model, enabling DOE energy partners and accredited assessors to evaluate homes and generate energy score labels.
• Prismatic Battery Cell Production Line First prismatic battery cell production line at a US national laboratory, enabling manufacturing and testing of advanced battery designs at industrially relevant scales; makes PNNL the only DOE laboratory capable of fabricating batteries with prismatic architecture.

Quantifiable outcome

• High-voltage sodium-ion batteries retain 80% capacity after 500 cycles vs 100-300 cycles typical for standard devices
• +6 more outcomes

Named customers11 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability45 records

Feature15 records

Partnerships

16 partnerships are on record, tiered core, minor and major.

• Fervo EnergycoreStrategic or Co-development Partner · 22 June 2026PNNL partnered with Fervo Energy and NVIDIA to develop EGS-Twin, an AI-powered digital twin platform for enhanced geothermal systems. Fervo provides proprietary data from its Nevada and Utah geothermal sites, while PNNL contributes research expertise. The platform aims to improve underground reservoir modeling and power generation optimization.
• NVIDIAcoreStrategic or Co-development Partner · 22 June 2026PNNL partnered with NVIDIA and Fervo Energy to develop EGS-Twin, providing AI infrastructure and technical expertise to train scalable models on field data from enhanced geothermal systems. NVIDIA contributes AI computing capabilities and Omniverse libraries.
• RefinityminorOEM/ Whitelabel/ Licensing Partner · 22 June 2026Refinity, an Innventure Inc. company, secured an exclusive license from PNNL for catalyst technology that converts waste plastic-derived light olefins into distillate-range products for sustainable aviation fuel (SAF), renewable diesel, and lubricants.
• National Electrical Manufacturers Association (NEMA)majorStrategic or Co-development Partner · 10 June 2026PNNL, NEMA, and ASHRAE released the AI Data Center Energy Performance Framework providing comprehensive technical standards and industry best practices for data center project developers and facility managers. The collaboration involved more than 50 industry partners.
• ASHRAEmajorStrategic or Co-development Partner · 10 June 2026PNNL collaborated with ASHRAE and NEMA to develop the AI Data Center Energy Performance Framework consolidating over a dozen NEMA technical standards and guidance documents into an actionable operating guide for data center energy management.
• MicrosoftcoreStrategic or Co-development Partner · 2 June 2026PNNL is actively using the Microsoft Discovery platform as a research partner to accelerate R&D in areas including energy storage, biosystems engineering, and drug discovery. PNNL participates alongside Yale Engineering, Georgia Tech, Ginkgo Bioworks, BHP, Syensqo, and GSK.
• Morgan State UniversitymajorStrategic or Co-development Partner · 3 April 2026PNNL participates as technical partner in Morgan State University's DARPA-funded Rads to Watts (SYMPHONEE) project developing radiovoltaic micro-power systems that convert nuclear radiation into electricity. PNNL is one of several partners including Northrop Grumman, Widetronix, and Applied Research Associates.
• ElectrovayaminorStrategic or Co-development Partner · 3 April 2026PNNL participates in a $5M DOE-funded project led by Binghamton University to develop a 1.2 MWh battery energy storage system for data center applications. Electrovaya contributes its Infinity Battery Technology to the Critical Facility Energy Resilience (CiFER) program.
• Northrop GrummanmajorStrategic or Co-development Partner · 2 April 2026PNNL partners with Northrop Grumman on the DARPA SYMPHONEE project developing long-duration nuclear-based power systems for defense and space applications. The $3.37M DARPA contract involves converting radioactive decay into electrical power.
• Washington State University Tri-CitiesmajorStrategic or Co-development Partner · 10 March 2026PNNL partners with WSU Tri-Cities' Institute for Northwest Energy Futures on forums and research addressing critical minerals for electric vehicles, consumer electronics, and energy systems. WSU Tri-Cities hosts public forums featuring PNNL experts.
• Project OmegacoreStrategic or Co-development Partner · 12 February 2026PNNL partners with Project Omega, a nuclear technology startup, to demonstrate proliferation-resistant spent nuclear fuel recycling technology. PNNL produced a working proof of concept within months of engagement. Project Omega raised $12M seed funding and is supported by ARPA-E's NEWTON programme.
• CuriomajorStrategic or Co-development Partner · 9 February 2026PNNL collaborates with Curio on its NuCycle used-fuel recycling technology, providing laboratory-scale demonstration of sub-parts-per-million decontamination levels for uranium hexafluoride with 10,000-fold scale-up capability.
• Cascadia Sustainable Aviation AcceleratormajorStrategic or Co-development Partner · 8 January 2026PNNL participates in the Cascadia Sustainable Aviation Accelerator coalition along with Alaska Airlines, Hawaiian Airlines, Boeing, Amazon, and Washington State University to advance sustainable aviation fuel production in the Pacific Northwest with a goal of 1 billion gallons annually by 2035.
• Ginkgo BioworkscoreStrategic or Co-development Partner · 4 December 2025PNNL partnered with Ginkgo Bioworks to build the Anaerobic Microbial Phenotyping Platform (AMP2), described as the world's largest autonomous-capable science system for anaerobic microbial experimentation. Ginkgo received a $47M four-year contract to co-design and build the High-Throughput Automated Phenotyping Platform for DOE's M2PC program.
• AmpceraminorOEM/ Whitelabel/ Licensing Partner · 23 May 2025PNNL partners with Ampcera to commercialize all-solid-state battery technology that improves performance and reduces manufacturing costs. The technology has demonstrated stability over 6,000 cycles in prototype lithium batteries.
• Energy Storage Research Alliance (ESRA)coreStrategic or Co-development Partner · 3 September 2024PNNL co-leads ESRA with Argonne National Laboratory and Lawrence Berkeley National Laboratory. The national research hub brings together nearly 50 researchers from three national laboratories and 12 universities to address battery challenges including safety, high-energy density, and long-duration storage.

Scale indicators13 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Sandia National Laboratories: DOE national laboratory with primary responsibility for nuclear weapons stewardship and significant overlap in cybersecurity, nonproliferation detection, and grid resilience research that parallels PNNL's national security programs.
• Oak Ridge National Laboratory: DOE national laboratory with parallel programs in advanced manufacturing, battery R&D, grid modernization, quantum computing, and nuclear energy. Direct competitor for ARPA-E and DOE Office of Science allocations across many of PNNL's priority research domains.
• Lawrence Berkeley National Laboratory: DOE Office of Science national lab with strong programs in energy efficiency, materials sciences, and computing (NERSC). Co-lead with Argonne and PNNL on ESRA and a frequent collaborator on basic energy sciences and grid research.
• Lawrence Livermore National Laboratory: DOE national laboratory with parallel programs in high-performance computing, AI, advanced materials, and national security. Competes with PNNL for AI-for-science allocations and shares overlapping mission space in cyber and nonproliferation.
• National Renewable Energy Laboratory (NREL): DOE national laboratory focused on renewable energy and energy efficiency with direct overlap in solar, wind, biofuels, and grid integration research. Competes with PNNL for DOE Energy Efficiency and Renewable Energy (EERE) mission funding.
• Argonne National Laboratory: Fellow DOE Office of Science national laboratory operated by UChicago Argonne LLC. Direct co-lead with PNNL on the Energy Storage Research Alliance (ESRA) and partner in Battery500 Consortium, with overlapping programs in battery R&D, exascale computing, and nuclear science.
• Los Alamos National Laboratory: DOE national laboratory with comparable programs in nuclear science, supercomputing, bioscience, and nonproliferation. Direct competitor for DOE Weapons and Science program funding and shared user facilities (e.g., EMSL counterpart capabilities).
• Idaho National Laboratory: DOE lead laboratory for nuclear energy research, with overlapping programs in advanced reactors, fuel cycle, and nonproliferation. Direct peer for PNNL's nuclear energy and spent fuel recycling (Curio/Project Omega) initiatives.

Broad incumbents

• Brookhaven National Laboratory: DOE Office of Science national laboratory with parallel capabilities in energy storage, grid, computational science, and national security. A comparable peer for fundamental and computational sciences programs where PNNL competes for allocations.
• SLAC National Accelerator Laboratory: Stanford-operated DOE Office of Science laboratory with significant programs in materials science, chemistry, and AI/ML for science. Shares the federal lab model and competes for basic energy sciences funding, though its primary identity is high-energy physics.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/PNNLab
• YouTubeyoutube.com/user/PNNLgov
• Facebookfacebook.com/PNNLgov
• LinkedInlinkedin.com/company/4714
• Instagraminstagram.com/pnnlab

Revenue estimate

Valuation estimate

Number of profiles

Profiles14 records

Funding overview

Funding rounds2 records

Investors1 record

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M&A

Investments1 record

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Frequently asked questions about Pacific Northwest National Laboratory