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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Recipient of a qualifying federal contract obligation.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value |
|---|---|
| government_spendingFederal AI-described transaction obligations | $141,561.00reported |
Every currently published position, as of Aug 8, 2026 · 100% confidence · methodology v1-contract-2026-07-26.1.
| Rank | Leaderboard | Score | Explain |
|---|---|---|---|
| #77 | Federal AI Contract Obligations | 141,561 | Explain Federal AI Contract Obligations rank → |
Ranks recipients by net federal contract action obligations that pass a fixed, published AI classification contract.
Some explanation inputs are unavailable Missing: publicFrozenEvidence.
100% confidence · 7% component coverage · as of Aug 8, 2026, 4:05 AM UTC
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| amountMeaning | federal_action_obligation | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| awardCount | 1 | Unavailable | 1 | 0 | unavailableno_public_frozen_evidence |
| awardingAgencies | — | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| deobligationsUsd |
13 published observations for MARVEL AI LLC, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Aug 8, 2026 | View source
|
| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Aug 7, 2026 | View source
|
| 0 |
| Unavailable |
| — |
| 0 |
| unavailableno_public_frozen_evidence |
| federal AI transaction obligation USD | — | 100% | 141,561 | 1 | available |
|---|
| fundingAgencies | — | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| matchedQueryTerms | — | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| naicsCodes | — | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| netObligationUsd | 141561.0000000000 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| positiveObligationsUsd | 141561.0000000000 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| potentialAwardValueIncluded | 0 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| pscCodes | — | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| queryContractVersion | 2026-07-26.1 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| transactionCount | 1 | Unavailable | 1 | 0 | unavailableno_public_frozen_evidence |
|---|
No component moved since the prior snapshot.
{"fields":["Award ID","Mod","Recipient Name","Recipient UEI","recipient_id","Action Date","Transaction Amount","Transaction Description","Awarding Agency","Awarding Sub Agency","Funding Agency","Funding Sub Agency","naics_code","naics_description","product_or_service_code","product_or_service_description","generated_internal_id","internal_id"],"endpoint":"/api/v2/search/spending_by_transaction/","transactionKey":"CONT_AWD_W519TC25P0053_9700_-NONE-_-NONE-|0","awardInternalId":"352806818","generatedAwardId":"CONT_AWD_W519TC25P0053_9700_-NONE-_-NONE-","modificationNumber":"0"}{"fields":["Award ID","Mod","Recipient Name","Recipient UEI","recipient_id","Action Date","Transaction Amount","Transaction Description","Awarding Agency","Awarding Sub Agency","Funding Agency","Funding Sub Agency","naics_code","naics_description","product_or_service_code","product_or_service_description","generated_internal_id","internal_id"],"endpoint":"/api/v2/search/spending_by_transaction/","transactionKey":"CONT_AWD_W519TC25P0053_9700_-NONE-_-NONE-|0","awardInternalId":"352806818","generatedAwardId":"CONT_AWD_W519TC25P0053_9700_-NONE-_-NONE-","modificationNumber":"0"}| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Aug 6, 2026 | View source
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| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Aug 5, 2026 | View source
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| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Aug 4, 2026 | View source
|
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| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Aug 3, 2026 | View source
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| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Aug 2, 2026 | View source
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| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Aug 1, 2026 | View source
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| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Jul 31, 2026 | View source
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| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Jul 30, 2026 | View source
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| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Jul 29, 2026 | View source
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| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Jul 28, 2026 | View source
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| Federal AI-described transaction obligationsfederal-ai-transaction-obligation-usd | 141,561USD · USD | reported | Jul 27, 2026 | View source
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