Enterprise Technology & AI Strategic Roadmap · Working Demonstration

South Carolina Bridge Condition Intelligence

FHWA National Bridge Inventory · 2025 submission · 9,504 structures · 46 counties · 7 SCDOT engineering districts
DEMONSTRATION — FHWA National Bridge Inventory public data
Prepared by Concourse Tech
01

Statewide Overview

NBI · SC
9,504
8,461 state-owned (89%) — SCDOT carries the maintenance burden directly
ITEMS 58–60
37.5%
3,568 structures rated ≥ 7 on all condition items
RATING 5–6
56.1%
5,334 structures — the pipeline that becomes Poor without timely preservation
RATING ≤ 4
6.3%
602 structures rated ≤ 4 · 540 of them state-owned
23 CFR 490
4.42M sq ft
5.6% of all deck area statewide — the federal TAMP penalty metric
ITEM 27
48yrs
Poor-condition bridges average 65 yrs · 41.6% of inventory pre-dates 1970
9,504 structures
GOOD 37.5% FAIR 56.1% POOR 6.3%
8,461 structures · Items 21/22 = 01
GOOD 35.7% FAIR 57.9% POOR 6.4%
Why it matters: an estimated 2,748,245 vehicle crossings occur on Poor-condition bridges every day in South Carolina. With 56.1% of the inventory rated Fair, the state faces a preservation window: every Fair bridge kept out of Poor status avoids replacement costs that typically run 6–10× the cost of preventive treatment.
02

District & County Drill-Down

CLICK A DISTRICT TO FILTER · CLICK AGAIN TO CLEAR · SHOWING ALL 46 COUNTIES

CountyDist.BridgesGoodFairPoor% PoorPoor deck sq ftAvg age
Spartanburg36433342446510.1%363,29445
Greenville3636351238477.4%416,89343
Pickens32901311243512.1%85,40045
Oconee3215681202712.6%109,07454
Horry5480225231245.0%162,66339
York4288120146227.6%101,09541
Orangeburg727444208228.0%54,34059
Union413248632115.9%111,17049
Aiken7198641142010.1%100,05348
Chester4191681032010.5%107,21449
Anderson2462129314194.1%149,72354
Cherokee42009092189.0%50,15140
Richland1367182168174.6%122,47245
Lancaster418252113179.3%41,01358
Sumter116667821710.2%110,50044
Dillon512932831410.9%40,80452
Williamsburg519477105126.2%14,23048
Laurens225483160114.3%38,94650
Newberry221975133115.0%79,90750
Darlington517355107116.4%27,94351
Florence527592173103.6%149,33048
Lexington1230110110104.3%225,36544
Marion51123864108.9%63,33551
Charleston633914118992.7%354,38236
Allendale7691545913.0%61,42957
Berkeley62177913083.7%176,74045
Chesterfield42017511884.0%29,03350
Fairfield4139498285.8%19,38649
Kershaw11736610074.0%103,86847
Clarendon71703113274.1%17,26949
Georgetown5114396876.1%277,73347
Marlboro597355577.2%91,98454
Bamberg782106578.5%16,56254
Colleton62317614962.6%93,80154
Saluda2125516954.0%84,78651
Edgefield2122457254.1%11,74153
Hampton7113189054.4%22,90353
Dorchester61995713842.0%37,95153
Abbeville2162679142.5%11,44150
Beaufort672284045.6%261,98936
Greenwood21443210932.1%5,46754
McCormick268273834.4%7,81653
Jasper6129309721.6%2,22655
Lee191424722.2%4,53942
Calhoun76165323.3%2,31166
Barnwell776146200.0%059
03

Predictive Maintenance Priority Queue

Poor-condition structures ranked by a transparent composite score — condition severity (45%), traffic exposure (30%), age (15%), deck area (10%). In production, this queue would be driven by a trained deterioration model with inspection history, not a static heuristic.

#PriorityStructure / FacilityCounty (Dist.)AgeADTDeck · Sup · SubMinDeck sq ft
177.2
S-9-22
over caw caw creek · Rural Major Collector
Calhoun (7)90
blt 1935
3,300
9% truck
NNN0
01,299
274.1
S-38-39
over cooper swamp · Rural Major Collector
Orangeburg (7)85
blt 1940
1,200
12% truck
NNN0
01,455
373.1
S-2-145
over trib to horse cr. · Urban Collector
Aiken (7)71
blt 1954
1,750
4% truck
NNN0
0788
471.0
S-38-191
over roberts swamp · Rural Local
Orangeburg (7)86
blt 1939
350
8% truck
NNN0
0515
567.0
S-1-159
over johns creek · Rural Local
Abbeville (2)75
blt 1950
125
5% truck
054
0412
666.2
S-46-59
over little turkey creek · Rural Local
York (4)44
blt 1981
375
5% truck
000
07,164
765.0
C-19-234
over br to cedar creek · Rural Local[COUNTY HIGHWAY AGENCY]
Edgefield (2)56
blt 1969
150
5% truck
003
0354
864.8
S-1426
over long branch · Rural Local[COUNTY HIGHWAY AGENCY]
Orangeburg (7)49
blt 1976
200
5% truck
440
0730
963.9
S-2-180
over norfolk southern · Urban Local
Aiken (7)33
blt 1992
300
5% truck
440
01,976
1063.5
C-4-1108
over beaverdam cr. · Rural Local[COUNTY HIGHWAY AGENCY]
Anderson (2)57
blt 1968
75
000
0924
1163.0
SC 70
over roberts swamp · Rural Minor Arterial
Orangeburg (7)68
blt 1957
3,100
7% truck
NNN1
12,254
1262.2
S-24-285
over rocky creek · Urban Collector
Greenwood (2)63
blt 1962
2,800
10% truck
414
13,309
1354.7
S-42-52
over motlow creek · Rural Major Collector
Spartanburg (3)22
blt 2003
1,250
6% truck
NNN1
11,529
1450.5
US 21
over congaree creek · Urban Principal Arterial
Lexington (1)103
blt 1922
23,200
5% truck
773
38,971
1549.8
CANE GULLY BRANCH-
over branch · Rural Local[U.S. FOREST SERVICE]
Berkeley (6)47
blt 1978
50
771
1470
1649.7
S-43-466
over turkey creek · Urban Collector
Sumter (1)58
blt 1967
2,200
5% truck
552
23,624
1749.4
S-11-59
over thicketty creek · Rural Minor Collector
Cherokee (4)78
blt 1947
750
5% truck
225
2578
1848.4
SC 9 BUS
over crooked creek · Urban Minor Arterial
Marlboro (5)104
blt 1921
10,100
3% truck
633
35,429
1947.8
US 521 SB
over rr csxt · Rural Principal Arterial
Lancaster (4)96
blt 1929
12,150
6% truck
633
35,121
2047.6
US 701
over maple swamp · Rural Minor Arterial
Horry (5)94
blt 1931
14,100
11% truck
NNN3
31,705
2147.2
S-8-62
over i-26 · Urban Minor Arterial
Berkeley (6)64
blt 1961
39,100
3% truck
635
326,059
2246.3
SC 72
over south fork creek · Rural Principal Arterial
Chester (4)96
blt 1929
6,100
5% truck
434
311,044
2346.3
C-36-1033
over scotts creek · Urban Local[CITY/MUNICIPAL AGENCY]
Newberry (2)85
blt 1940
150
5% truck
652
2646
2446.0
US 176
over ns rr · Urban Minor Arterial
Spartanburg (3)71
blt 1954
19,500
5% truck
563
312,615
2545.9
S-11-106
over br of suck ck · Rural Major Collector
Cherokee (4)70
blt 1955
275
9% truck
245
2852
2645.6
US 76
over us 601 · Rural Principal Arterial
Richland (1)68
blt 1957
19,100
7% truck
536
311,937
2745.5
S-38-77
over little limestone creek · Rural Minor Collector
Orangeburg (7)69
blt 1956
250
10% truck
552
21,088
2845.5
S-39-277
over twelve mile creek · Rural Local
Pickens (3)61
blt 1964
350
5% truck
426
23,449
2944.8
S-29-765
over hanging rock creek · Rural Local
Lancaster (4)67
blt 1958
200
5% truck
224
22,418
3044.4
US 76
over catfish branch · Urban Principal Arterial
Marion (5)84
blt 1941
5,900
6% truck
543
35,668
3143.3
US 278/GRAYS HWY
over bay swamp · Rural Minor Arterial
Jasper (6)93
blt 1932
2,700
9% truck
NNN3
3987
3243.1
S-42-31
over peters creek · Urban Minor Arterial
Spartanburg (3)62
blt 1963
11,000
2% truck
553
36,100
3343.0
C-30-532
over south rabon creek · Rural Local[COUNTY HIGHWAY AGENCY]
Laurens (2)54
blt 1971
200
5% truck
662
2991
3442.2
SC 39
over s. edisto river swamp · Rural Minor Arterial
Orangeburg (7)85
blt 1940
2,200
16% truck
553
36,907
3541.3
SC 49/SC 215 CON
over southern railroad · Urban Collector
Union (4)95
blt 1930
1,000
5% truck
535
32,479
3640.7
S-42-242
over i-85 · Urban Minor Arterial
Spartanburg (3)66
blt 1959
3,300
10% truck
636
36,823
3740.1
S-23-447
over brushy creek · Urban Collector
Greenville (3)44
blt 1981
9,100
2% truck
773
33,038
3839.5
SC 7
over ashley river · Urban Principal Arterial
Charleston (6)72
blt 1953
47,800
4% truck
456
4165,361
3939.4
US 29
over enoree river · Urban Principal Arterial
Greenville (3)86
blt 1939
47,300
5% truck
654
430,808
4039.2
US 276
over p and n rr. · Urban Principal Arterial
Greenville (3)91
blt 1934
41,300
3% truck
446
410,725
4139.2
US 701
over crabtree swamp · Urban Minor Arterial
Horry (5)105
blt 1920
23,000
4% truck
NNN4
43,481
4239.1
SC 83
over little pee dee river · Rural Major Collector
Marlboro (5)88
blt 1937
550
10% truck
534
36,423
4339.1
US 29
over mountain creek · Urban Principal Arterial
Greenville (3)86
blt 1939
47,300
5% truck
745
418,861
4438.9
S-42-317
over frey creek · Urban Local
Spartanburg (3)100
blt 1925
300
5% truck
533
32,217
4538.9
I-26
over rr csxt · Urban Interstate
Charleston (6)62
blt 1963
94,100
4% truck
546
477,972
4638.6
S-39-56
over mid br of bushy cr · Urban Local
Pickens (3)58
blt 1967
2,500
5% truck
773
31,239
4738.6
S-42-967
over fair forest creek · Urban Local
Spartanburg (3)44
blt 1981
5,100
5% truck
773
31,989
4838.2
SC 8
over rices creek · Urban Minor Arterial
Pickens (3)105
blt 1920
14,600
3% truck
654
46,533
4938.1
US 52/US 17 ALT
over cooper river · Rural Principal Arterial
Berkeley (6)81
blt 1944
29,000
5% truck
554
458,562
5038.1
US 501 BYP
over waccamaw river · Urban Principal Arterial
Horry (5)67
blt 1958
56,800
6% truck
444
469,187
5138.1
S-29-26
over horton creek · Rural Major Collector
Lancaster (4)64
blt 1961
1,450
7% truck
334
32,095
5238.0
I-85
over trib laurel crk · Urban Interstate
Greenville (3)65
blt 1960
113,800
20% truck
NNN4
43,758
5337.6
SC 703
over shem creek · Urban Principal Arterial
Charleston (6)78
blt 1947
37,500
2% truck
554
421,259
5437.6
US 321
over crane creek · Urban Minor Arterial
Richland (1)98
blt 1927
14,900
6% truck
664
411,761
5537.6
US 501 BYP
over u.s.701 · Urban Principal Arterial
Horry (5)67
blt 1958
56,800
6% truck
445
438,585
5637.5
S-11-195
over cherokee creek · Urban Collector
Cherokee (4)74
blt 1951
700
6% truck
435
31,037
5737.3
US 52
over jefferies creek · Urban Principal Arterial
Florence (5)87
blt 1938
24,100
2% truck
774
410,731
5837.2
SC 417
over us 276 nb & c. p. rr · Urban Minor Arterial
Greenville (3)95
blt 1930
14,900
3% truck
554
410,913
5937.1
US 76
over rr csxt · Urban Minor Arterial
Richland (1)86
blt 1939
21,600
3% truck
745
416,760
6037.1
US 29
over c-23-75/60736071 · Urban Principal Arterial
Greenville (3)65
blt 1960
37,200
4% truck
465
491,435
6137.0
US 278 EB
over mackay creek · Urban Principal Arterial
Beaufort (6)69
blt 1956
28,950
4% truck
644
487,808
6236.9
US 701
over bear swamp · Urban Minor Arterial
Horry (5)94
blt 1931
17,400
7% truck
NNN4
41,650
6336.9
US 17 NB
over ashley river · Urban Principal Arterial
Charleston (6)64
blt 1961
38,250
2% truck
654
477,190
6436.8
US 501
over crabtree swamp · Urban Principal Arterial
Horry (5)77
blt 1948
38,600
5% truck
NNN4
43,007
6536.8
S-2-22
over south edisto river #1 · Rural Major Collector
Aiken (7)72
blt 1953
550
11% truck
443
33,585
6636.7
S-23-40
over south saluda riv · Rural Major Collector
Greenville (3)68
blt 1957
650
11% truck
335
33,112
6736.4
SC 9
over ropers mill branch · Rural Minor Arterial
Dillon (5)105
blt 1920
8,300
7% truck
647
4918
6836.3
S-33-117
over long cane creek · Rural Local
McCormick (2)93
blt 1932
150
5% truck
737
33,268
6936.3
US 76 EB
over broadway creek · Urban Principal Arterial
Anderson (2)105
blt 1920
7,000
5% truck
545
44,020
7036.3
S-26-99
over palmetto swamp · Rural Major Collector
Horry (5)65
blt 1960
700
9% truck
773
31,239
7136.3
US 17
over waccamaw river · Rural Principal Arterial
Georgetown (5)59
blt 1966
25,600
6% truck
664
4173,087
7236.1
SC 421
over little horse creek · Urban Minor Arterial
Aiken (7)99
blt 1926
9,000
4% truck
544
43,794
7336.1
S-42-108
over richland creek · Rural Major Collector
Spartanburg (3)66
blt 1959
600
6% truck
663
31,239
7436.0
US 76
over middle swamp · Urban Principal Arterial
Florence (5)88
blt 1937
14,000
11% truck
544
47,500
7536.0
S-37-59
over trib to cane creek · Rural Major Collector
Oconee (3)74
blt 1951
375
4% truck
553
31,536
7635.9
US 501
over chinners swamp · Rural Principal Arterial
Horry (5)77
blt 1948
25,600
8% truck
NNN4
45,359
7735.9
US 221
over csxt rr · Rural Minor Arterial
Spartanburg (3)76
blt 1949
24,000
7% truck
645
411,746
7835.9
S-42-184
over jamison creek · Rural Major Collector
Spartanburg (3)70
blt 1955
450
6% truck
553
31,788
7935.8
US 501
over brunson creek · Rural Principal Arterial
Horry (5)77
blt 1948
25,600
8% truck
NNN4
43,158
8035.8
US 17
over edisto river · Rural Principal Arterial
Colleton (6)72
blt 1953
19,300
12% truck
445
451,321
8135.7
US 29
over cherokee creek · Rural Principal Arterial
Cherokee (4)94
blt 1931
8,900
7% truck
554
48,434
8235.7
US 29
over ns · Urban Principal Arterial
Spartanburg (3)86
blt 1939
12,200
5% truck
646
417,230
8335.7
I-26
over cannons creek · Rural Interstate
Newberry (2)65
blt 1960
42,700
18% truck
NNN4
46,563
8435.6
US 15
over panther creek · Rural Minor Arterial
Marlboro (5)100
blt 1925
7,600
8% truck
NNN4
41,399
8535.5
C-42-787
over csxt rr · Urban Collector[CITY/MUNICIPAL AGENCY]
Spartanburg (3)112
blt 1913
3,500
2% truck
444
44,084
8635.5
S-23-318
over dam at lake lanier · Rural Local
Greenville (3)100
blt 1925
75
443
32,721
8735.5
US 76
over norfolk southern rr · Rural Principal Arterial
Anderson (2)96
blt 1929
7,900
6% truck
544
45,446
8835.5
US 15 SB
over pocotaligo river · Urban Principal Arterial
Sumter (1)90
blt 1935
10,600
7% truck
644
47,952
8935.5
US 276
over north saluda river · Urban Minor Arterial
Greenville (3)85
blt 1940
12,800
3% truck
745
49,986
9035.4
US 29
over southern railroad · Rural Principal Arterial
Cherokee (4)97
blt 1928
7,600
11% truck
445
44,037
9135.3
US 29
over little thicketty creek · Rural Principal Arterial
Cherokee (4)96
blt 1929
7,000
6% truck
554
47,231
9235.3
SC 9
over sc 85 · Urban Minor Arterial
Spartanburg (3)67
blt 1958
27,100
2% truck
446
418,733
9335.3
I-95 NB
over great pee dee river · Rural Interstate
Florence (5)58
blt 1967
23,150
23% truck
654
4111,962
9435.2
SC 9
over phillis creek · Rural Principal Arterial
Marlboro (5)93
blt 1932
8,300
15% truck
NNN4
45,373
9535.2
SC 124
over saluda river · Urban Minor Arterial
Greenville (3)85
blt 1940
11,600
7% truck
544
49,445
9635.2
US 29
over reedy river · Urban Principal Arterial
Greenville (3)66
blt 1959
30,500
4% truck
664
412,502
9735.1
I-85 SBL
over seneca river · Rural Interstate
Anderson (2)62
blt 1963
24,850
25% truck
646
450,081
9835.1
SC 12
over congaree river · Urban Freeway/Expressway
Lexington (1)49
blt 1976
24,500
4% truck
546
4188,175
9935.0
S-11-49
over cherokee creek · Rural Local
Cherokee (4)67
blt 1958
350
5% truck
333
32,095
10035.0
US 123
over l-3199/reedy river · Urban Principal Arterial
Greenville (3)57
blt 1968
30,600
9% truck
455
450,031

SHOWING 100 OF 100 · CLICK COLUMN HEADERS TO SORT · CONDITION CHIPS: DECK (ITEM 58) · SUPERSTRUCTURE (59) · SUBSTRUCTURE (60) · CULVERT (62) WHERE APPLICABLE

04

Age & Risk Profile

ITEM 27

The 1950s–1960s construction cohort — Interstate-era structures now 60–75 years old — carries the largest share of Fair and Poor ratings. 41.6% of the inventory pre-dates 1970, defining the replacement wave a deterioration model must sequence.

ITEMS 29 · 58–62

133 STRUCTURESsit in the shaded quadrant — rated Poor and carrying ≥ 5,000 vehicles/day. These combine the highest structural risk with the highest public exposure; a risk-weighted program addresses them first. Poor bridges shown in red; Good/Fair sampled 1-in-3 in gray. Integer ratings are jittered vertically for legibility.

05

From Inventory to Intelligence

5.1

Predictive Maintenance Modeling

Every chart above runs on a single year of NBI data. Joining the 30+ year NBI archive with SCDOT inspection records, work-order history, and traffic data yields per-structure deterioration curves — models that forecast when each Fair bridge slips to Poor, so crews are dispatched by predicted risk instead of inspection cadence alone.

InputsNBI archive · BrM/AASHTOWare inspections · maintenance work orders · WIM/traffic
OutcomeTreatment timed at 1/6th–1/10th the cost of replacement
5.2

Investment Prioritization

The priority queue in Section 03 is a static heuristic; the production version becomes an optimization layer over the capital program. Given a budget scenario, it selects the portfolio of preservation, rehab, and replacement projects that maximizes deck-area health per dollar — and shows the legislature exactly what each funding level buys.

InputsDeterioration model · unit-cost library · STIP/Act 98 funding scenarios
OutcomeDefensible, repeatable capital programming across 7 districts
5.3

Federal Compliance & Performance Reporting

FHWA measures states on the percentage of NHS deck area in Good and Poor condition (23 CFR 490), with penalty provisions when Poor exceeds 10%. An automated pipeline from inspection data to TAMP targets and biennial performance reports replaces spreadsheet assembly — and flags trajectory risk quarters before a threshold is crossed.

InputsNBI submission pipeline · TAMP targets · HPMS pavement data
OutcomeContinuous compliance posture, not an annual scramble
5.4

The Enterprise Data Foundation

None of the above requires new data collection — this demonstration was built entirely from data SCDOT already reports to FHWA. The roadmap engagement inventories these existing assets, designs the governance and platform layer that connects them, and sequences AI use cases by value and readiness. Bridges are one lane; the same pattern serves pavement, safety, and project delivery.

InputsData inventory · governance model · platform architecture
OutcomeA prioritized, fundable AI roadmap grounded in real assets