AI use-case explorer
AI use cases
Search and filter every reported use case. Open a record for the agency's full description, governance answers and source provenance.
Columns (7)
| Use case | Agency | Stage | High-impact | Topic area | AI classification | Sourcing |
|---|---|---|---|---|---|---|
| Machine Learning for geophysical data inversion DOE-195 · NETL - National Energy Technology Laboratory (FECM) | DOE | Deployed | Not high-impact | Energy and the Environment | Classical / predictive ML | Developed in-house |
| Network Security and Analysis DOE-347 · IM-60 - IM Enterprise Operations and Shared Services (IM) | DOE | Deployed | Not high-impact | Cybersecurity | Classical / predictive ML | Purchased from vendor |
| Advancing Market-Ready Building Energy Management by Cost-Effective Differentiable Predictive Control DOE-349 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Energy and the Environment | Reinforcement learning | Developed in-house |
| Adaptive Cyber-Physical Resilience for Building Control Systems DOE-350 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Energy and the Environment | Reinforcement learning | Contract and in-house |
| Elucidating Genetic and Environmental Risk Factors for Antipsychotic-induced Metabolic Adverse Effects Using AI DOE-351 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Health and Medical | Classical / predictive ML | Developed in-house |
| AI used for predictive modeling and real time control of traffic systems DOE-353 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Transportation | Reinforcement learning | Contract and in-house |
| Scalable, Efficient and Accelerated Causal Reasoning Operators, Graphs and Spikes for Earth and Embedded Systems (SEA-CROGS) DOE-355 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Science | Natural language processing | Contract and in-house |
| Physics-Informed Learning Machines for Multiscale and Multiphysics Problems (PhILMs) DOE-356 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| Regional waste feedstock conversion to biofuels DOE-358 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Energy and the Environment | Classical / predictive ML | Developed in-house |
| PARSGPT DOE-426 · PM HQ - Office of Project Management (PM) | DOE | Deployed | Not high-impact | Administrative Functions | Generative AI | Developed in-house |
| AI Incubator Sandbox DOE-427 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Science | Agentic AI | Developed in-house |
| AI-Enhanced Lab Assist DOE-431 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Science | Generative AI | Developed in-house |
| Microsoft 365 Copilot (Productivity Suite) DOE-433 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Information Technology | Generative AI | Purchased from vendor |
| Microsoft Power Platform capability that provides AI to automate processes in Power Apps and Power Automate DOE-436 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Information Technology | Generative AI | Purchased from vendor |
| CAISY DOE-437 · HC HQ - Office of the Chief Human Capital Officer (HC) | DOE | Deployed | Not high-impact | Administrative Functions | Reinforcement learning | Purchased from vendor |
| Databricks AI for Cloud Data Warehouse DOE-439 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Information Technology | Generative AI | Purchased from vendor |
| DOE Technical Standards DOE-440 · EHSS HQ - Office of Environment Health Safety and Security ( | DOE | Deployed | Not high-impact | Administrative Functions | Generative AI | Developed in-house |
| Microsoft Copilot for Security DOE-441 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Cybersecurity | Generative AI | Contract and in-house |
| Text To Speech Audio Generation DOE-442 · KCNSC - Kansas City National Security Campus (KCFO) | DOE | Deployed | Not high-impact | Human Resources | Generative AI | Purchased from vendor |
| Lex Natural Language Interface DOE-443 · NREL - National Renewable Energy Laboratory (EE) | DOE | Deployed | Not high-impact | Information Technology | Generative AI | Developed in-house |
| EnerGPT DOE-449 · IM-50 - Architecture Engineering Technology and Innovation ( | DOE | Deployed | Not high-impact | Administrative Functions | Generative AI | Contract and in-house |
| Machine Learning components within Splunk Enterprise Security DOE-456 · SLAC - SLAC National Accelerator Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Cybersecurity | Classical / predictive ML | Purchased from vendor |
| Machine Learning components within CrowdStrike DOE-458 · SLAC - SLAC National Accelerator Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Cybersecurity | Classical / predictive ML | Purchased from vendor |
| AskOEDI DOE-460 · NREL - National Renewable Energy Laboratory (EE) | DOE | Deployed | Not high-impact | Energy and the Environment | Generative AI | Developed in-house |
| WCD-AI DOE-474 · ANL - Argonne National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Other | Natural language processing | Developed in-house |
| PDF Analyzer DOE-481 · IM-50 - Architecture Engineering Technology and Innovation ( | DOE | Deployed | Not high-impact | Administrative Functions | Generative AI | Contract and in-house |
| LLM EV DOE-487 · NREL - National Renewable Energy Laboratory (EE) | DOE | Deployed | Not high-impact | Energy and the Environment | Generative AI | Developed in-house |
| AskPRIMR DOE-488 · NREL - National Renewable Energy Laboratory (EE) | DOE | Deployed | Not high-impact | Energy and the Environment | Generative AI | Developed in-house |
| GitHub Copilot with the OpenAI Codex DOE-490 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Information Technology | Agentic AI | Contract and in-house |
| First Alert DataMinr AI DOE-491 · NA-IM (Enterprise) - Office of the Associate Administrator f | DOE | Deployed | Not high-impact | Emergency Management | Natural language processing | Purchased from vendor |
| Yurts AI search function DOE-492 · SLAC - SLAC National Accelerator Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Information Technology | Generative AI | Contract and in-house |
| Energy Wizard DOE-494 · NREL - National Renewable Energy Laboratory (EE) | DOE | Deployed | Not high-impact | Energy and the Environment | Generative AI | Developed in-house |
| SmartPD Creator DOE-497 · IM-50 - Architecture Engineering Technology and Innovation ( | DOE | Deployed | Not high-impact | Administrative Functions | Generative AI | Contract and in-house |
| AskGDR DOE-501 · NREL - National Renewable Energy Laboratory (EE) | DOE | Deployed | Not high-impact | Energy and the Environment | Generative AI | Developed in-house |
| Boston Dynamics Spot Robotics DOE-503 · Y-12 - Consolidated Nuclear Security Y-12 (YFO) | DOE | Deployed | Not high-impact | Emergency Management | Computer vision | Purchased from vendor |
| ServiceNow Virtual Agent Natural Language Understanding DOE-507 · NR HQ - Naval Reactors (NR) | DOE | Deployed | Not high-impact | Information Technology | Natural language processing | Purchased from vendor |
| AI Builder Document Scraping DOE-535 · NR HQ - Naval Reactors (NR) | DOE | Deployed | Not high-impact | Administrative Functions | Computer vision | Purchased from vendor |
| WETO SA DOE-537 · NREL - National Renewable Energy Laboratory (EE) | DOE | Deployed | Not high-impact | Energy and the Environment | Generative AI | Developed in-house |
| AI Assistant Phase 2 Simple Chat DOE-538 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Administrative Functions | Generative AI | Developed in-house |
| OpenAI Enterprise DOE-540 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Science | Generative AI | Contract and in-house |
| Decisions AI DOE-543 · PNNL - Pacific Northwest National Laboratory (SC43 OIM) | DOE | Deployed | Not high-impact | Administrative Functions | Generative AI | Contract and in-house |
| PWS Builder DOE-562 · IM-50 - Architecture Engineering Technology and Innovation ( | DOE | Deployed | Not high-impact | Administrative Functions | Generative AI | Contract and in-house |
| Elastic Stack Technology (ELK) DOE-57 · Y-12 - Consolidated Nuclear Security Y-12 (YFO) | DOE | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Purchased from vendor |
| EnerGPT Canvas DOE-576 · IM-50 - Architecture Engineering Technology and Innovation ( | DOE | Deployed | Not high-impact | Administrative Functions | Generative AI | Contract and in-house |
| Raytheon Multimedia Monitoring System (M3S) DOE-58 · Y-12 - Consolidated Nuclear Security Y-12 (YFO) | DOE | Deployed | Not high-impact | Information Technology | Natural language processing | Purchased from vendor |
| Cognitive Prescreen Tool (CPT) DOE-59 · Y-12 - Consolidated Nuclear Security Y-12 (YFO) | DOE | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Developed in-house |
| SpyglassGPT Chat Assistant DOE-590 · NR HQ - Naval Reactors (NR) | DOE | Deployed | Not high-impact | Administrative Functions | Generative AI | Contract and in-house |
| Microsoft CoPilot DOE-593 · NE INL - NE Idaho National Laboratory (NE) | DOE | Deployed | Not high-impact | Administrative Functions | Generative AI | Contract and in-house |
| AI and natural-language powered search DOE-595 · EE HQ - EE Headquarters (EE) | DOE | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Purchased from vendor |
| high level synthesis for machine learning (previously hls4ml) DOE-64 · FNAL - Fermi National Accelerator (SC43 OIM) | DOE | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
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