STRATAHELM · COMMUNITY AI EXPOSURE & RESILIENCE INDEX

Kentucky — AI workforce exposure by county

CAERI National › Kentucky · 120 counties

Every one of Kentucky's 120 counties is scored on the Community AI Exposure & Resilience Index, built entirely from public federal data. Click any county — on the map or in the table — for its full profile. County pages carry a neutral, data-only fiscal summary; a researched state-specific fiscal analysis is part of the subscription.

Counties by national percentile band

Adair — CAERI 49.0 (25th–50th, national)Allen — CAERI 54.3 (50th–75th, national)Anderson — CAERI 61.0 (75th–90th, national)Ballard — CAERI 56.4 (50th–75th, national)Barren — CAERI 49.7 (25th–50th, national)Bath — CAERI 49.7 (25th–50th, national)Bell — CAERI 50.4 (50th–75th, national)Boone — CAERI 56.0 (50th–75th, national)Bourbon — CAERI 47.8 (25th–50th, national)Boyd — CAERI 42.3 (Bottom 25%, national)Boyle — CAERI 51.5 (50th–75th, national)Bracken — CAERI 35.5 (Bottom 25%, national)Breathitt — CAERI 56.1 (50th–75th, national)Breckinridge — CAERI 51.3 (50th–75th, national)Bullitt — CAERI 59.6 (75th–90th, national)Butler — CAERI 50.3 (50th–75th, national)Caldwell — CAERI 42.5 (Bottom 25%, national)Calloway — CAERI 49.3 (25th–50th, national)Campbell — CAERI 62.1 (75th–90th, national)Carlisle — CAERI 41.5 (Bottom 25%, national)Carroll — CAERI 45.2 (25th–50th, national)Carter — CAERI 51.7 (50th–75th, national)Casey — CAERI 50.9 (50th–75th, national)Christian — CAERI 50.8 (50th–75th, national)Clark — CAERI 62.8 (75th–90th, national)Clay — CAERI 61.9 (75th–90th, national)Clinton — CAERI 48.1 (25th–50th, national)Crittenden — CAERI 36.8 (Bottom 25%, national)Cumberland — CAERI 52.5 (50th–75th, national)Daviess — CAERI 46.5 (25th–50th, national)Edmonson — CAERI 55.4 (50th–75th, national)Elliott — CAERI 54.5 (50th–75th, national)Estill — CAERI 55.6 (50th–75th, national)Fayette — CAERI 61.5 (75th–90th, national)Fleming — CAERI 36.2 (Bottom 25%, national)Floyd — CAERI 60.8 (75th–90th, national)Franklin — CAERI 60.9 (75th–90th, national)Fulton — CAERI 38.9 (Bottom 25%, national)Gallatin — CAERI 35.3 (Bottom 25%, national)Garrard — CAERI 50.6 (50th–75th, national)Grant — CAERI 50.3 (50th–75th, national)Graves — CAERI 56.9 (50th–75th, national)Grayson — CAERI 51.9 (50th–75th, national)Green — CAERI 57.1 (50th–75th, national)Greenup — CAERI 50.5 (50th–75th, national)Hancock — CAERI 45.4 (25th–50th, national)Hardin — CAERI 55.0 (50th–75th, national)Harlan — CAERI 59.5 (75th–90th, national)Harrison — CAERI 50.2 (50th–75th, national)Hart — CAERI 37.2 (Bottom 25%, national)Henderson — CAERI 35.7 (Bottom 25%, national)Henry — CAERI 53.9 (50th–75th, national)Hickman — CAERI 66.7 (Top 10%, national)Hopkins — CAERI 40.1 (Bottom 25%, national)Jackson — CAERI 47.3 (25th–50th, national)Jefferson — CAERI 56.2 (50th–75th, national)Jessamine — CAERI 53.2 (50th–75th, national)Johnson — CAERI 45.4 (25th–50th, national)Kenton — CAERI 57.6 (75th–90th, national)Knott — CAERI 49.1 (25th–50th, national)Knox — CAERI 55.2 (50th–75th, national)Larue — CAERI 54.6 (50th–75th, national)Laurel — CAERI 57.8 (75th–90th, national)Lawrence — CAERI 63.8 (Top 10%, national)Lee — CAERI 42.1 (Bottom 25%, national)Leslie — CAERI 44.6 (25th–50th, national)Letcher — CAERI 51.7 (50th–75th, national)Lewis — CAERI 51.0 (50th–75th, national)Lincoln — CAERI 52.6 (50th–75th, national)Livingston — CAERI 45.5 (25th–50th, national)Logan — CAERI 44.0 (25th–50th, national)Lyon — CAERI 44.4 (25th–50th, national)McCracken — CAERI 52.6 (50th–75th, national)McCreary — CAERI 66.5 (Top 10%, national)McLean — CAERI 47.7 (25th–50th, national)Madison — CAERI 55.5 (50th–75th, national)Magoffin — CAERI 63.2 (75th–90th, national)Marion — CAERI 47.8 (25th–50th, national)Marshall — CAERI 44.3 (25th–50th, national)Martin — CAERI 63.3 (75th–90th, national)Mason — CAERI 40.6 (Bottom 25%, national)Meade — CAERI 61.8 (75th–90th, national)Menifee — CAERI 35.2 (Bottom 25%, national)Mercer — CAERI 42.7 (25th–50th, national)Metcalfe — CAERI 48.5 (25th–50th, national)Monroe — CAERI 45.1 (25th–50th, national)Montgomery — CAERI 46.0 (25th–50th, national)Morgan — CAERI 58.0 (75th–90th, national)Muhlenberg — CAERI 43.6 (25th–50th, national)Nelson — CAERI 49.1 (25th–50th, national)Nicholas — CAERI 46.8 (25th–50th, national)Ohio — CAERI 36.6 (Bottom 25%, national)Oldham — CAERI 66.9 (Top 10%, national)Owen — CAERI 42.1 (Bottom 25%, national)Owsley — CAERI 55.3 (50th–75th, national)Pendleton — CAERI 39.6 (Bottom 25%, national)Perry — CAERI 55.0 (50th–75th, national)Pike — CAERI 49.5 (25th–50th, national)Powell — CAERI 49.9 (50th–75th, national)Pulaski — CAERI 56.7 (50th–75th, national)Robertson — CAERI 63.2 (75th–90th, national)Rockcastle — CAERI 68.7 (Top 10%, national)Rowan — CAERI 51.2 (50th–75th, national)Russell — CAERI 42.1 (Bottom 25%, national)Scott — CAERI 47.1 (25th–50th, national)Shelby — CAERI 60.2 (75th–90th, national)Simpson — CAERI 57.7 (75th–90th, national)Spencer — CAERI 60.6 (75th–90th, national)Taylor — CAERI 46.2 (25th–50th, national)Todd — CAERI 53.7 (50th–75th, national)Trigg — CAERI 48.8 (25th–50th, national)Trimble — CAERI 43.8 (25th–50th, national)Union — CAERI 41.5 (Bottom 25%, national)Warren — CAERI 50.2 (50th–75th, national)Washington — CAERI 53.0 (50th–75th, national)Wayne — CAERI 57.8 (75th–90th, national)Webster — CAERI 43.7 (25th–50th, national)Whitley — CAERI 56.1 (50th–75th, national)Wolfe — CAERI 35.0 (Bottom 25%, national)Woodford — CAERI 53.2 (50th–75th, national)
Top 10%75th–90th50th–75th25th–50thBottom 25%
Shaded by national percentile band — relative standing among all U.S. counties, not a condition. Grey = not scored (no general-purpose county government).
US rankCounty / equivalent CAERINat'l band State rankConfidence
94 Rockcastle 68.7 Top 10% 1Medium
154 Oldham 66.9 Top 10% 2Medium
161 Hickman 66.7 Top 10% 6Low
171 McCreary 66.5 Top 10% 3Low
307 Lawrence 63.8 Top 10% 7Low
328 Martin 63.3 75th–90th 8Low
335 Robertson 63.2 75th–90th 4Low
337 Magoffin 63.2 75th–90th 5Low
362 Clark 62.8 75th–90th 10Medium
404 Campbell 62.1 75th–90th 12Medium
425 Clay 61.9 75th–90th 14Low
428 Meade 61.8 75th–90th 15Medium
456 Fayette 61.5 75th–90th 11Medium
487 Anderson 61.0 75th–90th 16Low
506 Franklin 60.9 75th–90th 23Medium
510 Floyd 60.8 75th–90th 17Medium
524 Spencer 60.6 75th–90th 13Medium
549 Shelby 60.2 75th–90th 9Medium
601 Bullitt 59.6 75th–90th 21High
603 Harlan 59.5 75th–90th 18Medium
723 Morgan 58.0 75th–90th 20Low
738 Laurel 57.8 75th–90th 22Medium
739 Wayne 57.8 75th–90th 24Low
748 Simpson 57.7 75th–90th 30Medium
759 Kenton 57.6 75th–90th 41Medium
804 Green 57.1 50th–75th 28Low
825 Graves 56.9 50th–75th 37Medium
848 Pulaski 56.7 50th–75th 42Medium
879 Ballard 56.4 50th–75th 45Low
888 Jefferson 56.2 50th–75th 25High
904 Breathitt 56.1 50th–75th 40Medium
905 Whitley 56.1 50th–75th 29Medium
915 Boone 56.0 50th–75th 26Medium
952 Estill 55.6 50th–75th 33Low
963 Madison 55.5 50th–75th 19Medium
967 Edmonson 55.4 50th–75th 52Low
985 Owsley 55.3 50th–75th 36Medium
994 Knox 55.2 50th–75th 44Medium
1010 Hardin 55.0 50th–75th 35Medium
1011 Perry 55.0 50th–75th 31Medium
1055 Larue 54.6 50th–75th 57Low
1074 Elliott 54.5 50th–75th 34Low
1091 Allen 54.3 50th–75th 54Medium
1132 Henry 53.9 50th–75th 53Medium
1150 Todd 53.7 50th–75th 56Medium
1191 Woodford 53.2 50th–75th 27Medium
1201 Jessamine 53.2 50th–75th 32Medium
1224 Washington 53.0 50th–75th 51Medium
1255 McCracken 52.6 50th–75th 39Medium
1257 Lincoln 52.6 50th–75th 50Low
1265 Cumberland 52.5 50th–75th 61Low
1318 Grayson 51.9 50th–75th 55Medium
1345 Carter 51.7 50th–75th 49Medium
1351 Letcher 51.7 50th–75th 60Medium
1382 Boyle 51.5 50th–75th 48Medium
1399 Breckinridge 51.3 50th–75th 68Medium
1417 Rowan 51.2 50th–75th 38Medium
1438 Lewis 51.0 50th–75th 63Low
1447 Casey 50.9 50th–75th 70Medium
1457 Christian 50.8 50th–75th 67Medium
1470 Garrard 50.6 50th–75th 81Medium
1476 Greenup 50.5 50th–75th 71Medium
1493 Bell 50.4 50th–75th 59Medium
1506 Grant 50.3 50th–75th 83Medium
1509 Butler 50.3 50th–75th 62Medium
1513 Warren 50.2 50th–75th 46Medium
1515 Harrison 50.2 50th–75th 43Low
1549 Powell 49.9 50th–75th 72Low
1572 Barren 49.7 25th–50th 77Medium
1585 Bath 49.7 25th–50th 65Low
1601 Pike 49.5 25th–50th 74Medium
1618 Calloway 49.3 25th–50th 47Medium
1634 Knott 49.1 25th–50th 76Low
1642 Nelson 49.1 25th–50th 79Medium
1650 Adair 49.0 25th–50th 66Medium
1673 Trigg 48.8 25th–50th 78Low
1703 Metcalfe 48.5 25th–50th 73Low
1742 Clinton 48.1 25th–50th 75Low
1783 Bourbon 47.8 25th–50th 64Medium
1786 Marion 47.8 25th–50th 88Medium
1796 McLean 47.7 25th–50th 94Low
1827 Jackson 47.3 25th–50th 80Medium
1849 Scott 47.1 25th–50th 58Medium
1893 Nicholas 46.8 25th–50th 89Low
1916 Daviess 46.5 25th–50th 82Medium
1951 Taylor 46.2 25th–50th 69Low
1986 Montgomery 46.0 25th–50th 84Medium
2033 Livingston 45.5 25th–50th 93Medium
2054 Hancock 45.4 25th–50th 92Medium
2055 Johnson 45.4 25th–50th 96Medium
2079 Carroll 45.2 25th–50th 90Medium
2086 Monroe 45.1 25th–50th 85Medium
2141 Leslie 44.6 25th–50th 91Low
2153 Lyon 44.4 25th–50th 104Medium
2170 Marshall 44.3 25th–50th 98Medium
2195 Logan 44.0 25th–50th 87Medium
2220 Trimble 43.8 25th–50th 101Medium
2239 Webster 43.7 25th–50th 102Medium
2249 Muhlenberg 43.6 25th–50th 100Medium
2344 Mercer 42.7 25th–50th 86Low
2362 Caldwell 42.5 Bottom 25% 99Low
2373 Boyd 42.3 Bottom 25% 107Medium
2390 Lee 42.1 Bottom 25% 95Medium
2391 Russell 42.1 Bottom 25% 97Medium
2394 Owen 42.1 Bottom 25% 108Medium
2444 Union 41.5 Bottom 25% 109Medium
2446 Carlisle 41.5 Bottom 25% 105Low
2531 Mason 40.6 Bottom 25% 103Medium
2569 Hopkins 40.1 Bottom 25% 106Medium
2614 Pendleton 39.6 Bottom 25% 113Medium
2675 Fulton 38.9 Bottom 25% 111Low
2800 Hart 37.2 Bottom 25% 110Medium
2827 Crittenden 36.8 Bottom 25% 114Low
2843 Ohio 36.6 Bottom 25% 112Medium
2862 Fleming 36.2 Bottom 25% 115Low
2889 Henderson 35.7 Bottom 25% 118High
2901 Bracken 35.5 Bottom 25% 120Low
2916 Gallatin 35.3 Bottom 25% 119Medium
2922 Menifee 35.2 Bottom 25% 116Low
2938 Wolfe 35.0 Bottom 25% 117Medium
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