Agency dossier · DOE

Department of Energy

340 reported use cases, 9.4% of all federal records. Rank reflects what was reported, not performance.

#4by records#4by deployed#4by high-impact#15by completenessof 41 agencies

Agency brief Compare View 340 use cases

Reported use cases3409.4% of all federal records Deployed11935%Pilots5717%High-impact292 answered any practice question

Disclosure completeness83%Mean of 12 core fields

Technology portfolio

Click a segment for records

Mission mix

Topic area as reported

Lifecycle

340 records

Within each stageHigh-impact · Gen./agentic

Pre-deployment14%39%

Pilot11%61%

Deployed2%59%

Retired0%0%

Lifecycle timeline

By agency-reported start year

Generative or agenticOther or unclassified198 of 340 records report a parseable start date

Position against all agencies

This agency vs the federal inventory

Deployed share35%vs 29%

High-impact share9%vs 12%

Generative or agentic48%vs 27%

Sourcing reported66%vs 44%

In-house development41%vs 28%

Disclosure completeness83%vs 67%

Cyan: DOE. Ring: all 3,611 records. Differences describe reporting, not quality.

Governance evidence

29 high-impact use cases · share reported in place

Pre-deployment testing0%

AI impact assessment7%

Independent review7%

Ongoing monitoring0%

Operator training7%

Fail-safe7%

Appeal process0%

User and public consultation0%

Reported in placeReported in progressNot applicableOther or ambiguous answerNo answer reported

No answer is missing evidence, not evidence that a safeguard is absent. Click a segment to open those records.

Sourcing and vendors

Sourcing reported for 66%

Related use cases

High-impact first, then deployed and most completeAll 340

Comparable portfolios

Most similar technology mix

SSA99%SEC98%FTC98%SBA96%DOL94%

Similarity is the cosine of each agency's AI-classification counts (unreported excluded); agencies with 10+ records. Click to compare side by side.

Operational functions

Keyword-derived tags

Field completeness vs. all agencies

Share of records with the field filled

Stage

100% vs 91%

High-impact designation

100% vs 88%

Topic area

96% vs 83%

AI classification

96% vs 82%

Problem

86% vs 84%

Benefits

98% vs 82%

Outputs

89% vs 79%

Sourcing

66% vs 44%

Start date

58% vs 39%

ATO

70% vs 43%

PII

69% vs 42%

Custom code

68% vs 47%

Bar: this agency. White tick: all agencies. A gap is a reporting gap, not a finding about the systems.

Bureaus and components

34 reported

PNNL - Pacific Northwest National Laboratory (SC43 OIM)4012%40 records · 11.8% of 340

NE INL - NE Idaho National Laboratory (NE)3911%39 records · 11.5% of 340

BNL - Brookhaven National Laboratory (SC43 OIM)3410%34 records · 10.0% of 340

EMLA - EM Los Alamos Field Site (EM)319%31 records · 9.1% of 340

ORNL - Oak Ridge National Laboratory (SC43 OIM)257%25 records · 7.4% of 340

SRS - ESB - Savannah River Site - Enterprise System Boundary (SRFO)216%21 records · 6.2% of 340

FNAL - Fermi National Accelerator (SC43 OIM)175%17 records · 5.0% of 340

NETL - National Energy Technology Laboratory (FECM)154%15 records · 4.4% of 340

LANL - Los Alamos National Lab (LAFO)124%12 records · 3.5% of 340

RL - Hanford - Richland Operations Office - Hanford (EM)103%10 records · 2.9% of 340

LLNL - Lawrence Livermore National Laboratory (LFO)93%9 records · 2.6% of 340

EE HQ - EE Headquarters (EE)82%8 records · 2.4% of 340

NR HQ - Naval Reactors (NR)82%8 records · 2.4% of 340

NREL - National Renewable Energy Laboratory (EE)72%7 records · 2.1% of 340

SLAC - SLAC National Accelerator Laboratory (SC43 OIM)72%7 records · 2.1% of 340

IM-50 - Architecture Engineering Technology and Innovation (IM)62%6 records · 1.8% of 340

SRS - SRNL - Savannah River Site - Savannah River National Laboratory (EM)62%6 records · 1.8% of 340

ANL - Argonne National Laboratory (SC43 OIM)51%5 records · 1.5% of 340

LM HQ - Office of Legacy Management (LM)51%5 records · 1.5% of 340

NA-IM (Enterprise) - Office of the Associate Administrator for Information Management and Chief Information Officer (HQ-Enterprise) (NNSA HQ)51%5 records · 1.5% of 340

KCNSC - Kansas City National Security Campus (KCFO)41%4 records · 1.2% of 340

Pantex - PanTeXas Deterrence Pantex (PFO)41%4 records · 1.2% of 340

PPPL - Princeton Plasma Physics Laboratory (SC43 OIM)41%4 records · 1.2% of 340

Y-12 - Consolidated Nuclear Security Y-12 (YFO)41%4 records · 1.2% of 340

WAPA - Western Area Power Administration (PMA)31%3 records · 0.9% of 340

EHSS HQ - Office of Environment Health Safety and Security (EHSS)21%2 records · 0.6% of 340

IM-60 - IM Enterprise Operations and Shared Services (IM)21%2 records · 0.6% of 340

GDO HQ - Grid Deployment Office (GDO)10%1 records · 0.3% of 340

HC HQ - Office of the Chief Human Capital Officer (HC)10%1 records · 0.3% of 340

OREM - ORCC - Oak Ridge EM - Oak Ridge Cleanup Contract (EM)10%1 records · 0.3% of 340

PA HQ - Office of Public Affairs (PA)10%1 records · 0.3% of 340

PM HQ - Office of Project Management (PM)10%1 records · 0.3% of 340

SEPA - Southeastern Power Administration (PMA)10%1 records · 0.3% of 340

SWPA - Southwestern Power Administration (PMA)10%1 records · 0.3% of 340