Skip to main content

PNNL

  • About
  • News & Media
  • Careers
  • Events
  • Research
    • Scientific Discovery
      • Biology
        • Chemical Biology
        • Computational Biology
        • Ecosystem Science
        • Human Health
          • Cancer Biology
          • Exposure Science & Pathogen Biology
        • Integrative Omics
          • Advanced Metabolomics
          • Chemical Biology
          • Mass Spectrometry-Based Measurement Technologies
          • Spatial and Single-Cell Proteomics
          • Structural Biology
        • Microbiome Science
          • Biofuels & Bioproducts
          • Human Microbiome
          • Soil Microbiome
          • Synthetic Biology
        • Predictive Phenomics
      • Chemistry
        • Computational Chemistry
        • Chemical Separations
        • Chemical Physics
        • Catalysis
      • Earth & Coastal Sciences
        • Global Change
        • Atmospheric Science
          • Atmospheric Aerosols
          • Human-Earth System Interactions
          • Modeling Earth Systems
        • Coastal Science
        • Ecosystem Science
        • Subsurface Science
        • Terrestrial Aquatics
      • Materials Sciences
        • Materials in Extreme Environments
        • Precision Materials by Design
        • Science of Interfaces
        • Smart Advanced Manufacturing
          • Cold Spray
          • Friction Stir Welding & Processing
          • ShAPE
      • Nuclear & Particle Physics
        • Dark Matter
        • Fusion Energy Science
        • Neutrino Physics
      • Quantum Information Sciences
    • Energy Resiliency
      • Electric Grid Modernization
        • Emergency Response
        • Grid Analytics
          • AGM Program
          • Tools and Capabilities
        • Grid Architecture
        • Grid Cybersecurity
        • Grid Energy Storage
        • Transmission
        • Distribution
      • Energy Efficiency
        • Appliance and Equipment Standards
        • Building Energy Codes
        • Building Technologies
          • Advanced Building Controls
          • Advanced Lighting
          • Building-Grid Integration
        • Building and Grid Modeling
        • Commercial Buildings
        • Federal Buildings
          • Federal Performance Optimization
          • Resilience and Security
        • Residential Buildings
          • Building America Solution Center
          • Energy Efficient Technology Integration
          • Home Energy Score
        • Energy Efficient Technology Integration
      • Energy Storage
        • Electrochemical Energy Storage
        • Flexible Loads and Generation
        • Grid Integration, Controls, and Architecture
        • Regulation, Policy, and Valuation
        • Science Supporting Energy Storage
        • Chemical Energy Storage
      • Environmental Management
        • Waste Processing
        • Radiation Measurement
        • Environmental Remediation
      • Fossil Energy
        • Subsurface Energy Systems
        • Carbon Management
          • Carbon Capture
          • Carbon Storage
          • Carbon Utilization
        • Advanced Hydrocarbon Conversion
      • Nuclear Energy
        • Fuel Cycle Research
        • Advanced Reactors
        • Reactor Operations
        • Reactor Licensing
      • Renewable Energy
        • Solar Energy
        • Wind Energy
          • Wind Resource Characterization
          • Wildlife and Wind
          • Community Values and Ocean Co-Use
          • Wind Systems Integration
          • Wind Data Management
          • Distributed Wind
        • Marine Energy
          • Environmental Monitoring for Marine Energy
          • Marine Biofouling and Corrosion
          • Marine Energy Resource Characterization
          • Testing for Marine Energy
          • The Blue Economy
        • Hydropower
          • Environmental Performance of Hydropower
          • Hydropower Cybersecurity and Digitalization
          • Hydropower and the Electric Grid
          • Materials Science for Hydropower
          • Pumped Storage Hydropower
          • Water + Hydropower Planning
        • Grid Integration of Renewable Energy
        • Geothermal Energy
      • Transportation
        • Bioenergy Technologies
          • Algal Biofuels
          • Aviation Biofuels
          • Waste-to-Energy and Products
        • Hydrogen & Fuel Cells
        • Vehicle Technologies
          • Emission Control
          • Energy-Efficient Mobility Systems
          • Lightweight Materials
          • Vehicle Electrification
          • Vehicle Grid Integration
    • National Security
      • Chemical & Biothreat Signatures
        • Contraband Detection
        • Pathogen Science & Detection
        • Explosives Detection
        • Threat-Agnostic Biodefense
      • Cybersecurity
        • Discovery and Insight
        • Proactive Defense
        • Trusted Systems
      • Nuclear Material Science
      • Nuclear Nonproliferation
        • Radiological & Nuclear Detection
        • Nuclear Forensics
        • Ultra-Sensitive Nuclear Measurements
        • Nuclear Explosion Monitoring
        • Global Nuclear & Radiological Security
      • Stakeholder Engagement
        • Disaster Recovery
        • Global Collaborations
        • Legislative and Regulatory Analysis
        • Technical Training
      • Systems Integration & Deployment
        • Additive Manufacturing
        • Deployed Technologies
        • Rapid Prototyping
        • Systems Engineering
      • Threat Analysis
        • Advanced Wireless Security
          • 5G Security
          • RF Signal Detection & Exploitation
        • Internet of Things
        • Maritime Security
        • Millimeter Wave
        • Mission Risk and Resilience
    • Data Science & Computing
      • Artificial Intelligence
      • Graph and Data Analytics
      • Software Engineering
      • Computational Mathematics & Statistics
      • Future Computing Technologies
        • Adaptive Autonomous Systems
    • Publications & Reports
    • Featured Research
  • People
    • Inventors
    • Lab Leadership
    • Lab Fellows
    • Staff Accomplishments
  • Partner with PNNL
    • Education
      • Undergraduate Students
      • Graduate Students
      • Post-graduate Students
      • University Faculty
      • University Partnerships
      • K-12 Educators and Students
      • STEM Education
        • STEM Workforce Development
        • STEM Outreach
        • Meet the Team
      • Internships
    • Community
      • Regional Impact
      • Philanthropy
      • Volunteering
    • Industry
      • Available Technologies
      • Industry
      • Industry Partnerships
      • Licensing & Technology Transfer
      • Entrepreneurial Leave
      • Visual Intellectual Property Search (VIPS)
  • Facilities & Centers
    • All Facilities
      • Atmospheric Radiation Measurement User Facility
      • Electricity Infrastructure Operations Center
      • Energy Sciences Center
      • Environmental Molecular Sciences Laboratory
      • Grid Storage Launchpad
      • Institute for Integrated Catalysis
      • Interdiction Technology and Integration Laboratory
      • PNNL Portland Research Center
      • PNNL Seattle Research Center
      • PNNL-Sequim (Marine and Coastal Research)
      • Radiochemical Processing Laboratory
      • Shallow Underground Laboratory

PermitAI

  • Team
  • Resources and Publications
  • Stay Engaged
  • Research
    • AI Applications
    • Data Lakehouse
    • Models and Benchmarks Thrust

Breadcrumb

  1. Home
  2. Projects
  3. PermitAI

AI Applications

PermitAI is building a suite of AI-augmented web applications to support federal agencies in efficiently managing, analyzing, drafting, disseminating, and visualizing environmental review and permitting data. 

SearchNEPA

PermitAI SearchNEPA logo

SearchNEPA, PermitAI's first application, was launched in late 2024 and is undergoing beta testing by over 500 users across various federal agencies. SearchNEPA offers advanced search capabilities with customizable filters, a massive database containing extensive metadata and multiple document types (e.g., environmental impact statements [EISs], environmental assessments, and categorical exclusions) from several sources, and chatbot capabilities (i.e., through integrated ChatNEPA). With SearchNEPA, NEPA professionals can quickly find the documents they're looking for, ask those documents pointed questions, and receive accurate and easily verifiable answers.  

SearchNEPA and ChatNEPA are available for beta testing by federal government users from the Department of Energy, the Department of Agriculture, the Department of the Interior, National Institute of Standards and Technology, and the U.S. Army Corps of Engineers.

Access SearchNEPA Now

CommentNEPA

CommentNEPA is a tool that uses AI to streamline the most time-intensive step in the public comment processing workflow. The initial offering can delineate comments from correspondence, organize those comments in human- or AI-generated bins, and export those comments into a CSV file for further processing. The backbone of CommentNEPA is a novel, auditable, interactive refinement framework that aligns AI output with subject matter expert (SME) preferences.  

As envisioned, this application will, in time, be a standalone solution for all comment processing steps, including the ability to deduplicate correspondence, refine extracted comments, summarize bins, draft responses to comments, and export fully formed reports in agency-specific templates.

CommentNEPA is available for beta testing by federal government users. 

Access CommentNEPA Now

Future AI Tools

  • WriteNEPA is a NEPA EIS drafting assistant that can identify and aggregate targeted information from documents, websites, and databases to present the content in a NEPA-friendly language aligned to agency guidance. This interactive application generates initial EIS draft sections for SMEs to refine and perform quality checks, ensuring compliance with regulatory standards.
  • EngageNEPA is a public-facing engagement tool for tracking NEPA actions and analysis of comments. Anyone can search for notices and meetings by specific time periods and geographic location. Users can easily view comments made by others in a digestible form, enhancing their ability to actively participate and make their own well-informed remarks on ongoing projects.
  • InsightsNEPA is an advanced data analytics tool powered by language models that delivers trends and analytics derived from historical NEPA documents (i.e., NEPATEC). For instance, it can analyze patterns of potential environmental impacts from proposed actions on various resources outlined in NEPA analyses. 

PermitAI Applications will enable agencies to make faster, more informed permitting decisions, reducing delays and costs

PermitAI Applications Team

  • Anastasia Bernat (Application, Technical Lead) 
  • Mike Parker (Application, Domain Lead)
  • Sridevi Wagle 
  • Derek Lilienthal 
  • Reilly Raab 
  • Sarthak Chaturvedi 
  • Amanda Reed 
  • Mridula Gupta
  • Andrea Harrison
  • Sid Raskar 
  • Scott Spare 
  • Anika Halappanavar 
  • Benjamin Chauhan 
  • Taylor Micah 
  • Thomas Benson
  • Bibi Matthew 
  • David Kocen

PNNL

  • Get in Touch
    • Contact
    • Careers
    • Doing Business
    • Environmental Reports
    • Security & Privacy
    • Vulnerability Disclosure Policy
  • Research
    • Scientific Discovery
    • Energy Resiliency
    • National Security
Subscribe to PNNL News
Department of Energy Logo Battelle Logo
Pacific Northwest National Laboratory (PNNL) is managed and operated by Battelle for the Department of Energy
  • YouTube
  • Facebook
  • X (formerly Twitter)
  • Instagram
  • LinkedIn