Federal Capture Intelligence

Top DoD computing infrastructure providers, data processing, web hosting, and related services contractors (NAICS 518210)

Contract actions: October 1, 2021 – September 10, 2026 Updated September 11, 2026 Department of Defense agency guide NAICS 518210 · Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services
Latest 12 months
$1.1B
Net obligations · Down $251.2M vs. $1.4B preceding
Prime contractors
155
With positive obligations in the latest 12 months

Research the DoD federal contracting market for computing infrastructure providers, data processing, web hosting, and related services under NAICS 518210. Compare top federal contractors and market share, reported contract obligations and spending trends, funding-office attribution, recent award activity, contract types, competition, and procurement methods, observed contract vehicle usage, and potential recompete research leads.

Contract obligation trends for Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services at the Department of Defense

Federal records show $5.0B in net obligations across 1,767 awards in Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services at the Department of Defense from Oct 1, 2021 through Sep 10, 2026. This market accounts for 0.22% of $2.3T in agency-wide net prime contract obligations over the period shown. Latest 12-month net obligations decreased 18.4% from $1.4B to $1.1B. 13 prime contractors accounted for at least 80% of positive obligations in that latest period.

Fiscal-year activity

FY26 is year-to-date through Sep 10, 2026; earlier years show complete fiscal-year totals.

FY26 year-to-date: $826.8M versus $1.0B through the same date in FY25 (−20.7%).
Net obligations · complete fiscal yearNet obligations · FY26 YTDContract actions
View fiscal-year data table
Fiscal yearNet obligationsContract actionsCoverage
FY2022$841.3M948Complete
FY2023$913.8M1,111Complete
FY2024$1.1B1,363Complete
FY2025$1.3B1,631Complete
FY2026$826.8M816YTD through Sep 10, 2026

Market at a glance

All reported prime contract awards
All-period net obligations
$5.0B
1,767 awards · 547 prime contractors
Latest 12-month movement
−18.4%
$1.1B vs. $1.4B
Leading eight prime share
71.2%
Share held by the eight leading prime contractors in the latest 12 months
View agency share, denominators, and set-aside reporting
Agency context
0.22% of $2.3T in agency-wide net obligations.
Set-aside share when reported
29.4% of 748 awards with reported set-aside status.
Set-aside reporting
220 set aside · 528 no set-aside · 1,019 not reported

What changed in the last 12 months?

Sep 11, 2025–Sep 10, 2026, compared with Sep 11, 2024–Sep 10, 2025.

Competitive shifts

Buyer demand

View 3 additional material changes

Competitive shifts

Buyer demand

How these findings are calculated

Findings are selected from matched-period changes in obligations, share, rank, funding offices, concentration, reported set-asides, material award actions, and agency-peer outliers. Related signals are combined, and only material evidence-backed changes are shown. Review the full methodology.

Federal contract obligations by funding office

See how positive obligations were attributed across funding offices in the 12 months ending Sep 10, 2026.

11.2% of positive obligations were attributed to W4NJ USA CHIEF INFO OFF G6. That represents $124.8M, up $36.5M from the preceding 12 months.

Latest 12-month share of positive obligations; the gray segment represents all other reported offices.

  1. W4NJ USA CHIEF INFO OFF G611.2% · $124.8M · up $36.5M
  2. NAVAL AIR WARFARE CENTER AIR DIV10.4% · $116.7M · up $76.1M
  3. DO NOT SHIP MATERIEL/MROS TO DODAAC7.6% · $84.6M · down $146.8M
  4. DCSO PHILADELPHIA5.4% · $59.9M · up $8.4M
  5. OFFICE, CHIEF DIGITAL & AI OFFICER5.0% · $55.2M · up $18.6M
  6. All other reported offices60.5% of positive obligations
View reported office rankings, comparisons, and evidence

USAspending assigns each award to a funding office. That office may differ from the requiring activity, program office, contracting office, individual buyer, or actual customer.

  1. Reported funding office

    W4NJ USA CHIEF INFO OFF G6

    #1Up 1 from #2

    Latest 12 months

    $124.8M

    11.2% of positive obligations

    Versus preceding 12 months

    +$36.5M

    4 active prime contractors · 6 awards

    View office comparison and evidence

    Reported obligations increased 41.4% from $88.3M to $124.8M. The office’s share of positive obligations moved from 6.5% to 11.2%, a change of +4.7 percentage points.

    The latest period contains 29 actions across 6 awards and 1 newly active prime contractor. The preceding period contained 3 active prime contractors and 5 awards.

  2. Reported funding office

    NAVAL AIR WARFARE CENTER AIR DIV

    #2Up 6 from #8

    Latest 12 months

    $116.7M

    10.4% of positive obligations

    Versus preceding 12 months

    +$76.1M

    4 active prime contractors · 9 awards

    View office comparison and evidence

    Reported obligations increased 187.5% from $40.6M to $116.7M. The office’s share of positive obligations moved from 3.0% to 10.4%, a change of +7.5 percentage points.

    The latest period contains 37 actions across 9 awards and 2 newly active prime contractors. The preceding period contained 8 active prime contractors and 13 awards.

    Leading award-level changes

  3. Reported funding office

    DO NOT SHIP MATERIEL/MROS TO DODAAC

    #3Down 2 from #1

    Latest 12 months

    $84.6M

    7.6% of positive obligations

    Versus preceding 12 months

    −$146.8M

    1 active prime contractor · 3 awards

    View office comparison and evidence

    Reported obligations decreased 63.4% from $231.4M to $84.6M. The office’s share of positive obligations moved from 16.9% to 7.6%, a change of −9.3 percentage points.

    The latest period contains 3 actions across 3 awards. The preceding period contained 2 active prime contractors and 5 awards.

    Leading award-level changes

  4. Reported funding office

    DCSO PHILADELPHIA

    #4Up 2 from #6

    Latest 12 months

    $59.9M

    5.4% of positive obligations

    Versus preceding 12 months

    +$8.4M

    6 active prime contractors · 8 awards

    View office comparison and evidence

    Reported obligations increased 16.2% from $51.5M to $59.9M. The office’s share of positive obligations moved from 3.8% to 5.4%, a change of +1.6 percentage points.

    The latest period contains 20 actions across 8 awards and 3 newly active prime contractors. The preceding period contained 5 active prime contractors and 8 awards.

  5. Reported funding office

    OFFICE, CHIEF DIGITAL & AI OFFICER

    #5Up 4 from #9

    Latest 12 months

    $55.2M

    5.0% of positive obligations

    Versus preceding 12 months

    +$18.6M

    1 active prime contractor · 2 awards

    View office comparison and evidence

    Reported obligations increased 50.8% from $36.6M to $55.2M. The office’s share of positive obligations moved from 2.7% to 5.0%, a change of +2.3 percentage points.

    The latest period contains 8 actions across 2 awards. The preceding period contained 5 active prime contractors and 6 awards.

  6. Reported funding office

    F2MTN7 AFLCMC HNC

    #6Up 6 from #12

    Latest 12 months

    $50.4M

    4.5% of positive obligations

    Versus preceding 12 months

    +$16.7M

    4 active prime contractors · 7 awards

    View office comparison and evidence

    Reported obligations increased 49.7% from $33.6M to $50.4M. The office’s share of positive obligations moved from 2.5% to 4.5%, a change of +2.0 percentage points.

    The latest period contains 13 actions across 7 awards. The preceding period contained 6 active prime contractors and 7 awards.

  7. Reported funding office

    WASHINGTON HEADQUARTERS SERVICES

    #7New to the positive-obligation ranking

    Latest 12 months

    $49.3M

    4.4% of positive obligations

    Versus preceding 12 months

    +$49.3M

    4 active prime contractors · 4 awards

    View office comparison and evidence

    Reported obligations rose from $0 to $49.3M. The office’s share of positive obligations moved from 0% to 4.4%, a change of +4.4 percentage points.

    The latest period contains 25 actions across 4 awards and 4 newly active prime contractors. The preceding period contained 0 active prime contractors and 0 awards.

  8. Reported funding office

    DEFENSE INFORMATION SYSTEMS AGENCY

    #8Up 3 from #11

    Latest 12 months

    $37.6M

    3.4% of positive obligations

    Versus preceding 12 months

    +$2.9M

    4 active prime contractors · 22 awards

    View office comparison and evidence

    Reported obligations increased 8.4% from $34.7M to $37.6M. The office’s share of positive obligations moved from 2.5% to 3.4%, a change of +0.8 percentage points.

    The latest period contains 45 actions across 22 awards. The preceding period contained 5 active prime contractors and 29 awards.

  9. Reported funding office

    F2XTTQ BES PEO AFLCMC GBE

    #9Up 1 from #10

    Latest 12 months

    $32.3M

    2.9% of positive obligations

    Versus preceding 12 months

    −$3.8M

    3 active prime contractors · 6 awards

    View office comparison and evidence

    Reported obligations decreased 10.5% from $36.0M to $32.3M. The office’s share of positive obligations moved from 2.6% to 2.9%, a change of +0.3 percentage points.

    The latest period contains 12 actions across 6 awards and 1 newly active prime contractor. The preceding period contained 2 active prime contractors and 7 awards.

  10. Reported funding office

    DEFENSE MANPOWER DATA CENTER

    #10Up 6 from #16

    Latest 12 months

    $24.9M

    2.2% of positive obligations

    Versus preceding 12 months

    +$3.2M

    3 active prime contractors · 4 awards

    View office comparison and evidence

    Reported obligations increased 14.9% from $21.6M to $24.9M. The office’s share of positive obligations moved from 1.6% to 2.2%, a change of +0.7 percentage points.

    The latest period contains 18 actions across 4 awards. The preceding period contained 3 active prime contractors and 4 awards.

  11. Reported funding office

    NAVAL INFORMATION WARFARE SYSTEMS

    #11Down 8 from #3

    Latest 12 months

    $24.1M

    2.2% of positive obligations

    Versus preceding 12 months

    −$56.8M

    6 active prime contractors · 21 awards

    View office comparison and evidence

    Reported obligations decreased 70.2% from $81.0M to $24.1M. The office’s share of positive obligations moved from 5.9% to 2.2%, a change of −3.8 percentage points.

    The latest period contains 46 actions across 21 awards and 1 newly active prime contractor. The preceding period contained 6 active prime contractors and 17 awards.

  12. Reported funding office

    DMIX PROGRAM MANAGEMENT OFFICE

    #12Down 7 from #5

    Latest 12 months

    $21.7M

    1.9% of positive obligations

    Versus preceding 12 months

    −$41.3M

    2 active prime contractors · 2 awards

    View office comparison and evidence

    Reported obligations decreased 65.5% from $63.0M to $21.7M. The office’s share of positive obligations moved from 4.6% to 1.9%, a change of −2.7 percentage points.

    The latest period contains 3 actions across 2 awards. The preceding period contained 4 active prime contractors and 4 awards.

  13. Reported funding office

    F4FDAQ AFLCMC C3BM

    #13New to the positive-obligation ranking

    Latest 12 months

    $20.2M

    1.8% of positive obligations

    Versus preceding 12 months

    +$20.2M

    1 active prime contractor · 1 award

    View office comparison and evidence

    Reported obligations rose from $0 to $20.2M. The office’s share of positive obligations moved from 0% to 1.8%, a change of +1.8 percentage points.

    The latest period contains 2 actions across 1 award and 1 newly active prime contractor. The preceding period contained 0 active prime contractors and 0 awards.

  14. Reported funding office

    F1AKA2 AF A26OR

    #18Down 14 from #4

    Latest 12 months

    $16.3M

    1.5% of positive obligations

    Versus preceding 12 months

    −$53.3M

    1 active prime contractor · 1 award

    View office comparison and evidence

    Reported obligations decreased 76.6% from $69.6M to $16.3M. The office’s share of positive obligations moved from 5.1% to 1.5%, a change of −3.6 percentage points.

    The latest period contains 1 action across 1 award. The preceding period contained 1 active prime contractor and 1 award.

  15. Reported funding office

    DEFENSE CI AND SECURITY AGENCY

    #51Down 44 from #7

    Latest 12 months

    $2.7M

    0.24% of positive obligations

    Versus preceding 12 months

    −$39.5M

    4 active prime contractors · 4 awards

    View office comparison and evidence

    Reported obligations decreased 93.6% from $42.2M to $2.7M. The office’s share of positive obligations moved from 3.1% to 0.24%, a change of −2.9 percentage points.

    The latest period contains 16 actions across 4 awards and 1 newly active prime contractor. The preceding period contained 6 active prime contractors and 6 awards.

Contract types, competition, and procurement methods

From Sep 11, 2025 through Sep 10, 2026, 377 awards had positive obligations totaling $1.1B. Mafo was the leading reported procedure, accounting for 34.4% of positive obligations. Awards with a reported parent IDV accounted for 89.5%. Reported awards used contract vehicles such as JWCC, DRAID, and 2GIT.

Leading award type
80.7%
Delivery Order
Leading reported procedure
34.4%
Mafo
Reported parent IDV
89.5%
of positive obligations had a reported parent IDV
Median reported offers
1
277 of 377 awards reported offers

Observed contract vehicles

Only exact reported parent-PIID matches are shown; missing parent IDs are not inferred.

  • JWCC

    $488.6M

    43.7% of positive obligations · 113 matched awards

  • DRAID

    $21.9M

    2.0% of positive obligations · 1 matched award

  • 2GIT

    $4.2M

    0.38% of positive obligations · 5 matched awards

Buying method changes

Compared with Sep 11, 2024–Sep 10, 2025. Based on 377 current awards and 567 preceding awards with positive net obligations.

Leading reported procedure
Mafo
Previously Subject to Multiple Award Fair Opportunity · 40.1% preceding vs 34.4% current
Exactly matched vehicle obligation share
46.0%
Up from 27.6% in the preceding period
Median positive award obligations
$350K
Up from $221K in the preceding period
How to read these changes

Directional color and the Up or Down labels show historical movement only. Green does not mean favorable and red does not mean unfavorable; neither predicts a future procurement method.

Same-NAICS comparison

Compared with the NAICS 518210 peer median, parent-IDV obligation share is 21.2 percentage points higher, reported full-and-open obligation share is 5.7 percentage points higher, delivery-order obligation share is 23.5 percentage points higher, and median positive award obligations are 296.6% higher.

MeasureThis marketPeer medianDifference
Parent-IDV obligation share89.5%68.3%+21.2 pts
Reported full-and-open obligation share23.2%17.5%+5.7 pts
Delivery-order obligation share80.7%57.2%+23.5 pts
Median positive award obligations$350K$88K+296.6%
Peer cohort and comparison limits

The peer median gives each of the 14 eligible agency markets equal weight. The included agency markets are:

Agency mission, scale, and acquisition context can differ. Peer position does not establish market attractiveness or predict a future procurement method.

View buying-method details and data coverage

Award types

Reported valueAwardsPositive obligationsShare
Delivery Order(C)231$903.0M80.7%
Definitive Contract(D)49$104.9M9.4%
BPA Call(A)26$99.3M8.9%
Purchase Order(B)71$12.0M1.1%

Reported parent-award types

Reported valueAwardsPositive obligationsShare
IDC(B)198$710.3M63.5%
FSS(C)31$153.9M13.8%
BPA(E)26$99.3M8.9%
BOA(D)2$38.8M3.5%
Not reported120$116.9M10.4%

Single- or multiple-award parent structure

Reported valueAwardsPositive obligationsShare
Multiple Award(M)157$694.2M62.0%
Single Award(S)100$308.1M27.5%
Not reported120$116.9M10.4%

Solicitation procedures

Reported valueAwardsPositive obligationsShare
Mafo(SUBJECT TO MULTIPLE AWARD FAIR OPPORTUNITY)65$385.2M34.4%
Subject to Multiple Award Fair Opportunity(MAFO)102$335.4M30.0%
Negotiated Proposal/Quote(NP)45$176.2M15.8%
Only One Source(SSS)94$161.4M14.4%
Sss(ONLY ONE SOURCE)8$21.3M1.9%
Simplified Acquisition(SP1)60$17.2M1.5%
Other reported values3$22.4M2.0%

Extent competed

Reported valueAwardsPositive obligationsShare
D(FULL AND OPEN COMPETITION AFTER EXCLUSION OF SOURCES)60$360.4M32.2%
Full and Open Competition After Exclusion of Sources(D)89$270.0M24.1%
Full and Open Competition(A)60$259.2M23.2%
Not Available for Competition(B)32$82.7M7.4%
Not Competed(C)62$78.7M7.0%
A(FULL AND OPEN COMPETITION)6$29.6M2.6%
Other reported values68$38.5M3.4%

Fair-opportunity and limited-source reporting

Reported valueAwardsPositive obligationsShare
Only One Source - Other(ONE)72$347.6M31.1%
Fair Opportunity Given(FAIR)73$244.5M21.8%
Other Statutory Authority(OSA)6$95.8M8.6%
FAR 16.505(B)(2)(I)(G) Single Source(SSRC)5$27.9M2.5%
FAR 16.505(B)(2)(I)(G) Limited Sources(LSRC)5$3.3M0.30%
Competitive Set Aside(CSA)5$1.4M0.12%
Other reported values1$24K0.0022%
Not reported210$398.6M35.6%

Other-than-full-and-open reasons

Reported valueAwardsPositive obligationsShare
Only One Source-Other (FAR 6.302-1 Other)(ONE)166$567.4M50.7%
Authorized by Statute (FAR 6.302-5(A)(2)(I))(OTH)37$88.7M7.9%
SAP Non-Competition (FAR 13)(SP2)21$4.3M0.38%
Unique Source (FAR 6.302-1(B)(1))(UNQ)6$1.7M0.16%
Urgency (FAR 6.302-2)(URG)1$700K0.060%
National Security (FAR 6.302-6)(NS)2$412K0.040%
Other reported values4$268K0.024%
Not reported140$455.7M40.7%

Contract pricing types

Reported valueAwardsPositive obligationsShare
Firm Fixed Price(J)273$581.0M51.9%
J(FIRM FIXED PRICE)73$406.5M36.3%
Cost Plus Fixed Fee(U)23$109.6M9.8%
Time and Materials(Y)3$14.3M1.3%
Y(TIME AND MATERIALS)1$4.9M0.43%
Cost Plus Incentive Fee(V)1$1.7M0.15%
Other reported values3$1.4M0.13%

Product or Service Codes

Reported valueAwardsPositive obligationsShare
IT and Telecom - Compute as A Service: Mainframe/Servers(DB10)118$533.4M47.7%
IT and Telecom - Business Application/Application Development Support Services (Labor)(DA01)35$191.3M17.1%
IT and Telecom - Data Center Support Services (Labor)(DC01)4$72.2M6.5%
Support- Professional: Program Management/Support(R408)19$55.6M5.0%
Support- Professional: Intelligence(R423)3$47.3M4.2%
IT and Telecom - Business Application/Application Development Software as A Service(DA10)28$25.4M2.3%
Other reported values170$194.0M17.3%

Awarding subagencies

Reported valueAwardsPositive obligationsShare
Department of the Air Force(5700)82$281.7M25.2%
Department of the Army(2100)68$220.5M19.7%
Defense Information Systems Agency(97AK)102$204.9M18.3%
Department of the Navy(1700)63$178.7M16.0%
Defense Logistics Agency(97AS)10$144.8M12.9%
Federal Acquisition Service(4732)10$37.3M3.3%
Other reported values42$51.3M4.6%

Awarding offices

Reported valueAwardsPositive obligationsShare
Disa Pl8(HC1050)93$196.9M17.6%
W6qk Acc-Ri(W519TC)10$173.4M15.5%
Dcso Philadelphia(SP4701)8$144.8M12.9%
Naval Air Warfare Center Air Div(N00421)9$116.7M10.4%
Fa8726 Aflcmc Hnk C3in(FA8726)5$99.0M8.8%
Fa8771 Aflcmc Gbk(FA8771)15$34.6M3.1%
Other reported values237$353.8M31.6%

Reported parent IDVs

Reported valueAwardsPositive obligationsShare
HC105023D0005(9700)44$296.3M26.5%
47QTCA22D004D(4732)4$127.1M11.4%
HC105023D0003(9700)50$107.0M9.6%
N6600123A0005(9700)7$64.4M5.8%
N0042125D0080(9700)3$63.7M5.7%
HC105023D0002(9700)6$33.3M3.0%
HC105023D0004(9700)10$30.8M2.8%
N6523622D8006(9700)15$26.4M2.4%
Other reported values118$253.3M22.6%
Not reported120$116.9M10.4%

Exact vehicle-match evidence

Reported award data linked 119 awards to a specific catalog vehicle.

Offers, award size, and timing

Median reported offers
1 median
277 reported · 100 not reported
Positive award obligations
$350K median
$60K–$1.9M middle 50%
Reported performance period
725 days (~24 months) median
377 reported · 0 not reported

Calculations group latest-period actions by award, retain awards with positive net obligations for share denominators, and use each award's latest reported USAspending procurement fields as of Sep 10, 2026. Blank competition, pricing, PSC, or parent-IDV values remain not reported; they are not inferred. Offer counts must be positive and below the FPDS 999 placeholder. Awarding organizations can differ from the funding agency that defines this page.

Top federal contractors

Latest 12-month market share, concentration, and complete prime contractor rankings across the period shown.

Prime contractor concentration
13 of 155prime contractors account for at least 80% of positive obligations in the last 12 months
Largest prime contractor
32.3%of positive obligations in the last 12 months
Leading four prime contractors
60.4%of positive obligations in the last 12 months
Leading eight prime contractors
71.2%of positive obligations in the last 12 months

Based on $1.1B in positive obligations during the 12 months ending Sep 10, 2026. Individual shares and movement appear in the searchable rankings below. Movement compares with Sep 11, 2024–Sep 10, 2025.

Last 12mo obligation volume: Highest positive obligations first; net deobligations follow by magnitude; contractors with no activity in the last 12 months follow by all-period obligations. Ranks use the complete contractor list and remain fixed when search narrows the results.

15 leading contractors
  1. #1

    Last 12mo obligations

    $359.2M

    32.3%

    Dollar movement

    +$47.2M

    vs. prior 12 months

    Last 12mo awards

    74 awards

    194 actions

    Historical and award details for AMAZON WEB SERVICES, INC.
    Obligations: prior → latest
    $312.0M → $359.2M
    +15.1%
    Share: prior → latest
    22.9% → 32.3%
    +9.4 percentage points
    All-period obligations
    $864.9M
    17.4% of all-period positive obligations · 132 awards
    Recorded activity
    Since Oct 29, 2021
    through May 29, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside00
    Not reported7484
    Reported small business00
    All-period set-aside types

    None reported.

  2. #2

    Last 12mo obligations

    $127.0M

    11.4%

    Dollar movement

    −$149.6M

    vs. prior 12 months

    Last 12mo awards

    5 awards

    12 actions

    Historical and award details for ADVANTAGED SOLUTIONS, LLC
    Obligations: prior → latest
    $276.7M → $127.0M
    −54.1%
    Share: prior → latest
    20.3% → 11.4%
    −8.9 percentage points
    All-period obligations
    $749.3M
    15.1% of all-period positive obligations · 6 awards
    Recorded activity
    Since Apr 29, 2022
    through Apr 9, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside00
    Not reported54
    Reported small business00
    All-period set-aside types

    None reported.

  3. #3

    Last 12mo obligations

    $121.4M

    10.9%

    Dollar movement

    +$19.2M

    vs. prior 12 months

    Last 12mo awards

    61 awards

    138 actions

    Historical and award details for MICROSOFT CORPORATION
    Obligations: prior → latest
    $102.1M → $121.4M
    +18.8%
    Share: prior → latest
    7.5% → 10.9%
    +3.4 percentage points
    All-period obligations
    $276.8M
    5.6% of all-period positive obligations · 88 awards
    Recorded activity
    Since Aug 31, 2022
    through Apr 17, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside00
    Not reported6165
    Reported small business00
    All-period set-aside types

    None reported.

  4. #4

    Last 12mo obligations

    $63.7M

    5.7%

    Dollar movement

    +$63.7M

    vs. prior 12 months

    Last 12mo awards

    3 awards

    24 actions

    Historical and award details for PCG-SMX JV, LLC
    Obligations: prior → latest
    $0 → $63.7M
    Not comparable
    Share: prior → latest
    0% → 5.7%
    +5.7 percentage points
    All-period obligations
    $63.7M
    1.3% of all-period positive obligations · 3 awards
    Recorded activity
    Since Oct 9, 2025
    through Apr 20, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside00
    Not reported30
    Reported small business30
    All-period set-aside types

    None reported.

  5. #5

    Last 12mo obligations

    $35.3M

    3.2%

    Dollar movement

    +$30.0M

    vs. prior 12 months

    Last 12mo awards

    9 awards

    23 actions

    Historical and award details for GOOGLE PUBLIC SECTOR LLC
    Obligations: prior → latest
    $5.3M → $35.3M
    +570.5%
    Share: prior → latest
    0.39% → 3.2%
    +2.8 percentage points
    All-period obligations
    $48.3M
    0.97% of all-period positive obligations · 14 awards
    Recorded activity
    Since Dec 7, 2022
    through May 28, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside00
    Not reported910
    Reported small business00
    All-period set-aside types

    None reported.

  6. #6

    Last 12mo obligations

    $34.6M

    3.1%

    Dollar movement

    −$10.6M

    vs. prior 12 months

    Last 12mo awards

    15 awards

    34 actions

    Historical and award details for ORACLE AMERICA, INC
    Obligations: prior → latest
    $45.2M → $34.6M
    −23.4%
    Share: prior → latest
    3.3% → 3.1%
    −0.2 percentage points
    All-period obligations
    $131.5M
    2.6% of all-period positive obligations · 21 awards
    Recorded activity
    Since Oct 29, 2021
    through May 28, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside10
    Not reported1415
    Reported small business00
    All-period set-aside types

    None reported.

  7. #7

    Last 12mo obligations

    $26.2M

    2.4%

    Dollar movement

    −$7.1M

    vs. prior 12 months

    Last 12mo awards

    23 awards

    68 actions

    Historical and award details for IGNITE DIGITAL FEDERAL SERVICES, LLC
    Obligations: prior → latest
    $33.3M → $26.2M
    −21.2%
    Share: prior → latest
    2.5% → 2.4%
    −0.1 percentage points
    All-period obligations
    $138.9M
    2.8% of all-period positive obligations · 33 awards
    Recorded activity
    Since Nov 10, 2021
    through Apr 24, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside10
    Not reported2227
    Reported small business2327
    All-period set-aside types

    None reported.

  8. #8

    Last 12mo obligations

    $23.5M

    2.1%

    Dollar movement

    −$19.4M

    vs. prior 12 months

    Last 12mo awards

    4 awards

    25 actions

    Historical and award details for PERATON ENTERPRISE SOLUTIONS LLC
    Obligations: prior → latest
    $42.9M → $23.5M
    −45.3%
    Share: prior → latest
    3.1% → 2.1%
    −1.0 percentage points
    All-period obligations
    $177.2M
    3.6% of all-period positive obligations · 69 awards
    Recorded activity
    Since Oct 13, 2021
    through Sep 8, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside00
    Not reported419
    Reported small business00
    All-period set-aside types

    None reported.

  9. #9

    Last 12mo obligations

    $23.4M

    2.1%

    Dollar movement

    −$9.7M

    vs. prior 12 months

    Last 12mo awards

    17 awards

    21 actions

    Historical and award details for JEPPESEN FOREFLIGHT, INC.
    Obligations: prior → latest
    $33.1M → $23.4M
    −29.4%
    Share: prior → latest
    2.4% → 2.1%
    −0.3 percentage points
    All-period obligations
    $145.3M
    2.9% of all-period positive obligations · 82 awards
    Recorded activity
    Since Oct 13, 2021
    through Apr 10, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside34
    Not reported1417
    Reported small business00
    All-period set-aside types

    None reported.

  10. #10

    Last 12mo obligations

    $23.2M

    2.1%

    Dollar movement

    −$5.9M

    vs. prior 12 months

    Last 12mo awards

    6 awards

    27 actions

    Historical and award details for CAELUM RESEARCH CORPORATION
    Obligations: prior → latest
    $29.1M → $23.2M
    −20.3%
    Share: prior → latest
    2.1% → 2.1%
    0.0 percentage points
    All-period obligations
    $115.9M
    2.3% of all-period positive obligations · 16 awards
    Recorded activity
    Since Dec 15, 2021
    through Apr 24, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside00
    Not reported67
    Reported small business67
    All-period set-aside types
    • 1 · Total small business
  11. #11

    Last 12mo obligations

    $22.3M

    2.0%

    Dollar movement

    +$2.9M

    vs. prior 12 months

    Last 12mo awards

    8 awards

    21 actions

    Historical and award details for INTELSAT GENERAL COMMUNICATIONS LLC
    Obligations: prior → latest
    $19.4M → $22.3M
    +14.9%
    Share: prior → latest
    1.4% → 2.0%
    +0.6 percentage points
    All-period obligations
    $109.2M
    2.2% of all-period positive obligations · 20 awards
    Recorded activity
    Since Nov 2, 2021
    through Apr 14, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside00
    Not reported814
    Reported small business00
    All-period set-aside types

    None reported.

  12. #12

    Last 12mo obligations

    $21.9M

    2.0%

    Dollar movement

    +$9.2M

    vs. prior 12 months

    Last 12mo awards

    1 award

    4 actions

    Historical and award details for BYTECUBED, LLC
    Obligations: prior → latest
    $12.7M → $21.9M
    +72.6%
    Share: prior → latest
    0.93% → 2.0%
    +1.0 percentage points
    All-period obligations
    $26.4M
    0.53% of all-period positive obligations · 8 awards
    Recorded activity
    Since Jan 7, 2022
    through Apr 2, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside11
    Not reported00
    Reported small business11
    All-period set-aside types

    None reported.

  13. #13

    Last 12mo obligations

    $21.3M

    1.9%

    Dollar movement

    +$10.6M

    vs. prior 12 months

    Last 12mo awards

    2 awards

    12 actions

    Historical and award details for KONIAG IT SYSTEMS, LLC
    Obligations: prior → latest
    $10.7M → $21.3M
    +99.5%
    Share: prior → latest
    0.79% → 1.9%
    +1.1 percentage points
    All-period obligations
    $32.0M
    0.64% of all-period positive obligations · 2 awards
    Recorded activity
    Since Jun 12, 2025
    through May 5, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside10
    Reported no set-aside00
    Not reported11
    Reported small business21
    All-period set-aside types
    • 1 · 8(a) sole source
  14. #14

    Last 12mo obligations

    $18.8M

    1.7%

    Dollar movement

    −$10.9M

    vs. prior 12 months

    Last 12mo awards

    2 awards

    3 actions

    Historical and award details for ACCENTURE FEDERAL SERVICES LLC
    Obligations: prior → latest
    $29.7M → $18.8M
    −36.7%
    Share: prior → latest
    2.2% → 1.7%
    −0.5 percentage points
    All-period obligations
    $145.3M
    2.9% of all-period positive obligations · 5 awards
    Recorded activity
    Since Nov 2, 2021
    through Mar 20, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside00
    Reported no set-aside12
    Not reported11
    Reported small business00
    All-period set-aside types

    None reported.

  15. #15

    Last 12mo obligations

    $16.9M

    1.5%

    Dollar movement

    +$7.7M

    vs. prior 12 months

    Last 12mo awards

    1 award

    9 actions

    Historical and award details for BLACK CAPE, INC.
    Obligations: prior → latest
    $9.2M → $16.9M
    +84.0%
    Share: prior → latest
    0.67% → 1.5%
    +0.8 percentage points
    All-period obligations
    $26.0M
    0.52% of all-period positive obligations · 1 award
    Recorded activity
    Since May 27, 2025
    through Apr 15, 2026

    Award reporting

    Latest and prior 12-month award reporting
    Reported award evidenceLatestPrior
    Reported set-aside11
    Reported no set-aside00
    Not reported00
    Reported small business11
    All-period set-aside types
    • 1 · Total small business

Potential federal contract recompetes

Investigate potential recompetes surfaced by near-term end dates, award value, and recent contract changes.

DATAMINR, INC.

PROVIDE WEB-BASED, MOBILE, E-MAIL, AND API ALERTING ON BREAKING NEWS TO THE DOD FOR FORCE PROTECTION AND FIRST RESPONSE. MAINTAIN COMPLIANCE WITH TERMS OF SERVICE AND DATA USE POLICIES OF ALL THIRD PARTY PAI DATA SOURCES USED TO CREATE NEWS ALERTS.

The reported potential end date is Sep 25, 2026. Current award value is 100.0% of reported potential value ($298.8M of $298.8M).

Performance period

99.2%

As of Sep 10, 2026Potential end Sep 25, 2026

Current award value as a share of potential value

100.0%

$298.8M current$298.8M potential
Supporting data

Reported performance starts Jun 26, 2021.

No later potential end date is reported; current and potential end dates are both Sep 25, 2026.

$298.8M is obligated against $298.8M in current reported award value (100.0%).

Reported potential end dates: Jun 25, 2026 → Sep 25, 2026.

Obligations are compared with current reported award value, not treated as a contract ceiling.

PIID FA701421C0024

ADVANTAGED SOLUTIONS, LLC

ERP HOSTING SUBSCRIPTION LICENSES WITH MANAGED SERVICES

$445.7M is obligated on an award with a reported potential end date of September 28, 2026.

Performance period

98.8%

As of Sep 10, 2026Potential end Sep 28, 2026

Current award value as a share of potential value

85.2%

$445.7M current$523.4M potential
Supporting data

Reported performance starts Sep 29, 2022.

Current performance is reported through Mar 28, 2026.

$445.7M is obligated against $445.7M in current reported award value (100.0%).

Reported potential end dates: Sep 28, 2025 → Sep 28, 2024 → Sep 28, 2025 → Sep 28, 2026 → Sep 28, 2025 → Sep 28, 2026.

Obligations are compared with current reported award value, not treated as a contract ceiling.

PIID SP470122F0180

PERATON ENTERPRISE SOLUTIONS LLC

ITPS CALL 27 LEGACY CREDENTIALING OPERATIONS MAINTENANCE AND SERVICES, MOD 46 INCREASED OY04 FUNDING FROM $77,029,013.47 BY $6,988.06 TO $77,036,001.53

The reported potential end date is Sep 26, 2026. Current award value is 89.3% of reported potential value ($82.3M of $92.2M).

Performance period

99.1%

As of Sep 10, 2026Potential end Sep 26, 2026

Current award value as a share of potential value

89.3%

$82.3M current$92.2M potential
Supporting data

Reported performance starts Sep 27, 2021.

No later potential end date is reported; current and potential end dates are both Sep 26, 2026.

$77.0M is obligated against $82.3M in current reported award value (93.6%).

Obligations are compared with current reported award value, not treated as a contract ceiling.

PIID 47QFMA21F0035

MICROSOFT CORPORATION

THE ENTERPRISE CLOUD MANAGEMENT AGENCY (ECMA) REQUIRES MICROSOFT AZURE CLOUD COMPUTING CAPABILITIES AT DEPARTMENT OF DEFENSE (DOD) IMPACT LEVEL (IL) 2, 4, 5, AND 6 (SECRET) FOR NEW AND EXISTING CUSTOMERS/APPLICATIONS,

The reported potential end date is Dec 19, 2026. Current award value is 100.0% of reported potential value ($75.5M of $75.5M).

Performance period

86.3%

As of Sep 10, 2026Potential end Dec 19, 2026

Current award value as a share of potential value

100.0%

$75.5M current$75.5M potential
Supporting data

Reported performance starts Dec 20, 2024.

No later potential end date is reported; current and potential end dates are both Dec 19, 2026.

$75.5M is obligated against $75.5M in current reported award value (100.0%).

Reported potential end dates: Dec 19, 2025 → Dec 19, 2026.

Obligations are compared with current reported award value, not treated as a contract ceiling.

PIID W519TC25FA005

GOOGLE PUBLIC SECTOR LLC

TASK ORDER AWARD AGAINST JWCC MULTIPLE-AWARD IDIQ CONTRACT HC105023D0002 TO GOOGLE PUBLIC SECTOR LLC FOR GOOGLE IL 2, 4, 5, AND 6 (SECRET) CLOUD PLATFORM CLOUD COMPUTING SERVICES.

The reported potential end date is Sep 11, 2026. Current award value is 100.0% of reported potential value ($28.0M of $28.0M).

Performance period

99.7%

As of Sep 10, 2026Potential end Sep 11, 2026

Current award value as a share of potential value

100.0%

$28.0M current$28.0M potential
Supporting data

Reported performance starts Sep 12, 2025.

No later potential end date is reported; current and potential end dates are both Sep 11, 2026.

$28.0M is obligated against $28.0M in current reported award value (100.0%).

Obligations are compared with current reported award value, not treated as a contract ceiling.

PIID W519TC25FA214

AMAZON WEB SERVICES, INC.

UNITED STATES TRANSPORTATION COMMAND CLOUD SERVICE OFFERING

The reported potential end date is Sep 30, 2026. Current award value is 70.9% of reported potential value ($33.3M of $46.9M).

Performance period

98.2%

As of Sep 10, 2026Potential end Sep 30, 2026

Current award value as a share of potential value

70.9%

$33.3M current$46.9M potential
Supporting data

Reported performance starts Oct 1, 2023.

No later potential end date is reported; current and potential end dates are both Sep 30, 2026.

$33.3M is obligated against $33.3M in current reported award value (100.0%).

Obligations are compared with current reported award value, not treated as a contract ceiling.

PIID HC105023F0035

These are research leads, not confirmed recompetes. USAspending records through Sep 10, 2026; reported dates and values can change through later modifications.

Recent federal contract award activity

Recent contract actions with unusually large obligation changes or meaningful shifts in contractor and funding-office activity.

Modification

This action

+$31.0M

AMAZON WEB SERVICES, INC.

W4NJ USA CHIEF INFO OFF G6

TASK ORDER AWARD AGAINST JWCC MULTIPLE-AWARD IDIQ CONTRACT HC105023D0005 TO AMAZON WEB SERVICES, INC. FOR AWS SECRET IL 4, 5, AND 6 (SECRET) CLOUD COMPUTE AND STORAGE SERVICES FOR THE ENTERPRISE CLOUD MANAGEMENT AGENCY (ECMA).

Why it stands out

The award grew alongside stronger contractor activity.

The modification added $31.0M while contractor obligations rose $47.2M overall.

Award net obligations
$191.2M
Share of 12-month positive obligations
2.8%
Supporting data
Prime contractor
#1 · 32.3% share
+9.4 percentage points · $47.2M net increase; action accounted for 65.8%
Funding office
#1 · 11.2% attributed share
up 1 rank · +4.7 percentage points · $36.5M net increase; action accounted for 85.0%
Related:Largest share gain
PIID W519TC25FA004 · Mod P00023
Modification

This action

+$84.4M

ADVANTAGED SOLUTIONS, LLC

DO NOT SHIP MATERIEL/MROS TO DODAAC

ERP HOSTING SUBSCRIPTION LICENSES WITH MANAGED SERVICES

Why it stands out

This award grew while spending attributed to its office declined.

The modification added $84.4M while office-attributed obligations fell $146.8M overall.

Award net obligations
$518.1M
Share of 12-month positive obligations
7.6%
Supporting data
Prime contractor
#2 · 11.4% share
$149.6M net decline despite this positive action
Funding office
#3 · 7.6% attributed share
$146.8M net decline despite this positive action
PIID SP470122F0180 · Mod P00011
Modification

This action

+$22.2M

AMAZON WEB SERVICES, INC.

F4FDAQ AFLCMC C3BM

THIS TASK ORDER IS FOR AMAZON WEB SERVICES UNCLASSIFIED AND CLASSIFIED CLOUD SERVICE OFFERINGS AND ENTERPRISE SUPPORT IN SUPPORT OF THE USAF CLOUD ONE OFFICE, THEIR CURRENT AND FUTURE CUSTOMERS AND THE DEPARTMENT OF THE AIR FORCE.

Why it stands out

The award grew alongside stronger office-attributed spending.

The modification added $22.2M while office-attributed obligations rose $20.2M overall.

Award net obligations
$90.7M
Share of 12-month positive obligations
2.0%
Supporting data
Funding office
#13 · 1.8% attributed share
+1.8 percentage points · $20.2M net increase; action exceeded it by $2.0M
PIID FA872626FB004 · Mod P00001
Modification

This action

+$25.5M

GOOGLE PUBLIC SECTOR LLC

W4NJ USA CHIEF INFO OFF G6

TASK ORDER AWARD AGAINST JWCC MULTIPLE-AWARD IDIQ CONTRACT HC105023D0002 TO GOOGLE PUBLIC SECTOR LLC FOR GOOGLE IL 2, 4, 5, AND 6 (SECRET) CLOUD PLATFORM CLOUD COMPUTING SERVICES.

Why it stands out

The contractor climbed 25 positions in this market.

It now ranks #5 by positive obligations over the latest 12 months.

Award net obligations
$28.0M
Share of 12-month positive obligations
2.3%
Supporting data
Prime contractor
#5 · 3.2% share
up 25 ranks · +2.8 percentage points · $30.0M net increase; action accounted for 85.0%
Related:Largest rank gain
PIID W519TC25FA214 · Mod P00005
Base award

This action

+$17.0M

MICROSOFT CORPORATION

DCSO PHILADELPHIA

JOINT WARFIGHTING CLOUD CAPABILITY (JWCC) TASK ORDER FOR AZURE CLOUD HOSTING

Why it stands out

The funding office climbed 2 positions in attributed spending.

It now ranks #4 in attributed spending.

Award net obligations
$17.0M
Share of 12-month positive obligations
1.5%
Supporting data
Prime contractor
#3 · 10.9% share
+3.4 percentage points · $19.2M net increase; action accounted for 88.4%
PIID SP470126F0054
Modification

This action

+$16.3M

DATAMINR, INC.

F1AKA2 AF A26OR

PROVIDE WEB-BASED, MOBILE, E-MAIL, AND API ALERTING ON BREAKING NEWS TO THE DOD FOR FORCE PROTECTION AND FIRST RESPONSE. MAINTAIN COMPLIANCE WITH TERMS OF SERVICE AND DATA USE POLICIES OF ALL THIRD PARTY PAI DATA SOURCES USED TO CREATE NEWS ALERTS.

Why it stands out

This award grew while spending attributed to its office declined.

The modification added $16.3M while office-attributed obligations fell $53.3M overall.

Award net obligations
$298.8M
Share of 12-month positive obligations
1.5%
Supporting data
Prime contractor
#16 · 1.5% share
$53.4M net decline despite this positive action
Funding office
#18 · 1.5% attributed share
$53.3M net decline despite this positive action
PIID FA701421C0024 · Mod P00014
View recent award activity by date (10)
  1. PERATON ENTERPRISE SOLUTIONS LLCDeobligation · PIID 47QFMA21F0037
    Action−$88K
    Award net obligations$9.6M
  2. PERATON ENTERPRISE SOLUTIONS LLCModification · PIID 47QFMA21F0035
    Action+$7K
    Award net obligations$77.0M
  3. PERATON ENTERPRISE SOLUTIONS LLCModification · PIID 47QFMA21F0023
    Action+$1.9M
    Award net obligations$123.7M
  4. TRACE3 GOVERNMENT, LLCDeobligation · PIID 140D0425F0727
    Action−$102K
    Award net obligations$7.0M
  5. PERATON ENTERPRISE SOLUTIONS LLCModification · PIID 47QFMA21F0037
    Action+$153K
    Award net obligations$9.6M
  6. SITEIMPROVE, INCBase award · PIID 140D0426F0883
    Action+$24K
    Award net obligations$24K
  7. PERATON ENTERPRISE SOLUTIONS LLCModification · PIID 47QFMA21F0035
    Action+$66K
    Award net obligations$77.0M
  8. PERATON ENTERPRISE SOLUTIONS LLCModification · PIID 47QFMA21F0035
    Action+$31K
    Award net obligations$77.0M
  9. PERATON ENTERPRISE SOLUTIONS LLCDeobligation · PIID 47QFMA21F0023
    Action−$57K
    Award net obligations$123.7M
  10. TRACE3 GOVERNMENT, LLCModification · PIID 140D0425F0727
    Action+$3.0M
    Award net obligations$7.0M

DoD computing infrastructure providers, data processing, web hosting, and related services market FAQs

Answers based on reported federal contract data.

Who are the top DoD computing infrastructure providers, data processing, web hosting, and related services contractors?

In the 12 months through September 10, 2026, AMAZON WEB SERVICES, INC., ADVANTAGED SOLUTIONS, LLC, and MICROSOFT CORPORATION were the leading DoD computing infrastructure providers, data processing, web hosting, and related services prime contractors by positive obligations.

  1. #1

    AMAZON WEB SERVICES, INC.

    $359,157,225 in positive obligations

  2. #2

    ADVANTAGED SOLUTIONS, LLC

    $127,001,478 in positive obligations

  3. #3

    MICROSOFT CORPORATION

    $121,353,760 in positive obligations

Rankings use reported USAspending award data.

Did DoD contract obligations decrease under NAICS 518210?

Yes. Measured by net prime contract obligations, reported DoD activity in the computing infrastructure providers, data processing, web hosting, and related services market decreased 18.4% from $1,361,409,627 in the preceding 12 months to $1,110,245,086 in the 12 months through September 10, 2026.

Latest 12 months
$1,110,245,086
Net prime contract obligations
Preceding 12 months
$1,361,409,627
Net prime contract obligations
Change
−18.4%
Between matched 12-month periods

Reported contract actions, not outlays or a forecast.

What recent DoD contract award activity was reported under NAICS 518210?

Recent DoD contract award activity reported in the computing infrastructure providers, data processing, web hosting, and related services market included actions for AMAZON WEB SERVICES, INC., ADVANTAGED SOLUTIONS, LLC, and GOOGLE PUBLIC SECTOR LLC during the 12 months through September 10, 2026.

Action obligations are transaction-level amounts, not current award-level obligations.

Which procurement methods were reported for DoD contracts under NAICS 518210?

From September 11, 2025 through September 10, 2026, DoD reported 377 positive-obligation awards for computing infrastructure providers, data processing, web hosting, and related services under NAICS 518210. The leading award type was delivery order. The leading reported procedure was mafo.

Positive-obligation awards
377
Leading reported procedure
Mafo
34.4% of positive obligations
Leading award type
Delivery Order
80.7% of positive obligations
Full and open
23.2%
of positive obligations
Reported parent IDV
89.6%
of positive obligations
Observed vehicles
JWCC, DRAID, and 2GIT
Exact matches from reported parent PIIDs

Percentages use positive obligations as the denominator.

Which DoD computing infrastructure providers, data processing, web hosting, and related services awards may warrant recompete research?

6 DoD computing infrastructure providers, data processing, web hosting, and related services awards may warrant recompete research based on reported potential-end dates, including awards held by DATAMINR, INC., ADVANTAGED SOLUTIONS, LLC, and PERATON ENTERPRISE SOLUTIONS LLC.

Research leads, not confirmed recompetes. Dates may change through later modifications.

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Related market research

Complete market indexes:

Same NAICS at other agencies:

Nearby NAICS at this agency:

Markets sharing leading prime records:

Leading-prime vehicle memberships:

Company memberships do not establish award-channel use.

Reported obligations include contract actions from October 1, 2021 through September 10, 2026. Set-aside and business-size fields reflect award records, not a contractor's current eligibility. Public Department of Defense award records are generally delayed by 90 days.

Review data methodology