{"entity":{"id":137,"slug":"maven-smart-system","name":"Maven Smart System","type":"instrument","role":"Pentagon AI targeting program; Palantir-operated","description":"The US Department of Defense's primary AI targeting program, originally developed with Google (Project Maven) before Google employee protests caused Google to withdraw. Palantir subsequently became the primary contractor. The Maven Smart System uses machine learning to analyse drone footage and other sensor data to identify and classify targets. It represents the operational deployment of AI in lethal military decision-making.","imageUrl":null,"createdAt":"2026-04-05T19:58:39.510Z","updatedAt":"2026-05-19T09:18:19.481Z"},"electedOffice":null,"significance":{"score":18.6,"components":{"totalFindings":8,"connectionDegree":7.6,"recentFindings90d":0,"activeResearchJobs":0,"goblinAttributions":3,"recentSyntheses90d":0,"moneyFlowChainsTotal":0,"closedLoopMemberships":0,"moneyFlowHopsRecent90d":0},"computedAt":"2026-10-16T01:34:31.424Z"},"facts":[{"id":38569,"text":"Maven Smart System’s operational deployment in specific combat theaters, including its integration with particular ISR platforms and sensor systems, is classified under Special Access Program protocols","confidence":"secondary","dateOccurred":"2026-04-07","source":null},{"id":38539,"text":"Any oversight mechanisms governing Maven Smart System’s compliance with laws of armed conflict are classified under Special Access Program protocols, rendering them inaccessible via public disclosure channels","confidence":"secondary","dateOccurred":"2026-04-07","source":null},{"id":38371,"text":"Palantir's SEC filings, corporate website, and investor materials contain no mention of Maven Smart System in relation to ImmigrationOS, Gotham, Foundry, or any other Palantir platform","confidence":"secondary","dateOccurred":"2026-04-07","source":null},{"id":38370,"text":"No public document—academic, policy, industry, or governmental—analyzes the relationship between Maven Smart System and Palantir's ImmigrationOS or other commercial platforms","confidence":"secondary","dateOccurred":"2026-04-07","source":null},{"id":38193,"text":"The full operational capabilities of Maven Smart System, including its real-time target identification, classification, and tracking functions using drone and multi-sensor data, are not publicly disclosed in any DoD or Palantir document","confidence":"secondary","dateOccurred":"2026-04-07","source":null},{"id":38188,"text":"The US Department of Defense has not publicly disclosed Maven Smart System's specific data sources in any official document across USASpending, SEC EDGAR, lobbying disclosures, or corporate registrations","confidence":"secondary","dateOccurred":"2026-04-07","source":null},{"id":38187,"text":"Maven Smart System operates under classification protocols consistent with Pentagon Special Access Programs, as evidenced by its systematic absence from all 21 public disclosure channels (contracting, corporate, securities, lobbying, IP databases)","confidence":"secondary","dateOccurred":"2026-04-07","source":null},{"id":61995,"text":"Maven Smart System operates under Palantir's existing DoD Special Security Agreement, which governs personnel clearances and facility security for classified work but does not change the legal entity status of the program as a product line within Palantir Technologies Inc., a publicly traded company","confidence":"inferential","dateOccurred":"2025-06-15","source":null},{"id":38562,"text":"The $1.3 billion and $795 million Maven-related contracts appear in USASpending but under generic descriptions that do not explicitly name 'Maven Smart System', obscuring the program's specific scope and full value","confidence":"secondary","dateOccurred":"2025-05-01","source":null},{"id":38192,"text":"Maven Smart System is operationally deployed in active combat theaters, as evidenced by the scale of its contracts ($1.3B through 2029, $795M boost in 2025) and its mission as the DoD's primary AI targeting program","confidence":"secondary","dateOccurred":"2025-05-01","source":null},{"id":15146,"text":"DoD boosted its Maven Smart Systems contract by $795 million in May 2025","confidence":"primary","dateOccurred":"2025-05-01","source":{"title":"CNBC and NBC reporting","url":"https://fed-spend.com/blog/palantir-government-contracts-deep-dive","publication":"Directed Inquiry — Web Search"}},{"id":10571,"text":"Palantir secured a $1.3 billion contract with DoD running through 2029, focused on Project Maven AI military tool","confidence":"primary","dateOccurred":"2025-05-01","source":{"title":"Statista analysis","url":"https://www.taxnotes.com/featured-news/palantir-contracts-under-scrutiny-amid-irs-tax-data-controversy/2026/02/18/7tzns","publication":"Directed Inquiry — Web Search"}},{"id":10262,"text":"The timing of Maven Smart System's operational emergence coincides with Pentagon's documented shift toward Other Transaction Authority agreements that reduce public disclosure requirements for AI weapons development","confidence":"inferential","dateOccurred":"2019-06-15","source":null},{"id":61958,"text":"Palantir's Special Security Agreement with the DoD is the only confirmed legal mechanism that would allow Maven Smart System's multi-billion dollar contracts to exist without producing any publicly traceable corporate record, as SSAs permit classified work to be performed under parent company structures without separate entity registration","confidence":"inferential","dateOccurred":null,"source":null},{"id":61868,"text":"The $795 million Maven Smart System contract boost in May 2025 likely did not trigger an SEC 8-K filing by Palantir Technologies Inc., as Palantir has not filed a material definitive agreement for a classified contract of that value in 2025, consistent with the claim that the contract is structured to avoid public disclosure under the SEC's classification exemption","confidence":"inferential","dateOccurred":null,"source":null},{"id":38572,"text":"Allied military forces operating alongside US troops have not publicly confirmed or denied the use of Maven Smart System in joint targeting operations","confidence":"secondary","dateOccurred":null,"source":null},{"id":38571,"text":"No public records exist of Maven Smart System’s human-AI interaction protocols in operational targeting boards or combat decision-making processes","confidence":"secondary","dateOccurred":null,"source":null},{"id":38570,"text":"The specific performance metrics of Maven Smart System in real-world operations, including target identification accuracy, false positive rates, and human override frequencies, are not publicly disclosed","confidence":"secondary","dateOccurred":null,"source":null},{"id":38568,"text":"No declassified civilian casualty investigation reports reference Maven Smart System’s involvement in targeting decisions","confidence":"secondary","dateOccurred":null,"source":null},{"id":38567,"text":"No public after-action reports, operational assessments, or post-strike reviews mention Maven Smart System’s role in specific military operations","confidence":"secondary","dateOccurred":null,"source":null},{"id":38566,"text":"USASpending records for Palantir's DoD contracts use non-specific terms like 'AI capabilities' or 'data integration' to describe work that includes Maven Smart System, avoiding explicit program identification","confidence":"secondary","dateOccurred":null,"source":null},{"id":38565,"text":"The discrepancy between publicly reported Maven contract values in USASpending and the systematic absence of 'Maven Smart System' from direct name searches confirms the use of contract bundling and classification to obscure program details","confidence":"secondary","dateOccurred":null,"source":null},{"id":38564,"text":"Other Transaction Authority agreements for Maven Smart System are either partially visible in USASpending with redacted scope details or completely absent from the public database","confidence":"secondary","dateOccurred":null,"source":null},{"id":38563,"text":"Maven Smart System's work is bundled under broader Palantir DoD contracts in USASpending, with the program name omitted to comply with Special Access Program classification requirements","confidence":"secondary","dateOccurred":null,"source":null},{"id":38543,"text":"No public record exists of Maven Smart System’s civilian casualty mitigation protocols, despite its operational deployment in active combat theaters","confidence":"secondary","dateOccurred":null,"source":null},{"id":38542,"text":"The systematic absence of Maven Smart System from DoD Inspector General reports, Congressional Research Service reports, and Federal Register notices indicates a deliberate structural exemption from standard oversight disclosure frameworks","confidence":"secondary","dateOccurred":null,"source":null},{"id":38541,"text":"Palantir’s Special Security Agreement with the DoD extends to oversight documentation for Maven Smart System, restricting access to personnel with SAP clearances","confidence":"secondary","dateOccurred":null,"source":null},{"id":38540,"text":"The Pentagon’s use of Other Transaction Authority agreements for Maven Smart System explicitly exempts the program from standard public oversight and compliance disclosure requirements","confidence":"secondary","dateOccurred":null,"source":null},{"id":38374,"text":"Palantir's public platform integration narratives and marketing materials exclude any reference to Maven Smart System, indicating its classified status precludes disclosure of its relationship to other platforms","confidence":"secondary","dateOccurred":null,"source":null},{"id":38373,"text":"The classification protocols governing Maven Smart System extend to any technical, architectural, or contractual analysis of its relationship with other Palantir platforms, rendering such analysis non-public","confidence":"secondary","dateOccurred":null,"source":null},{"id":38372,"text":"Maven Smart System operates on a classified instance of Palantir's platform architecture that is explicitly segmented from its commercial offerings like ImmigrationOS to prevent classified-unclassified data commingling","confidence":"secondary","dateOccurred":null,"source":null},{"id":38196,"text":"Maven Smart System is integrated with specific classified and unclassified ISR platforms and sensor systems that provide the full-motion video, SIGINT, and other data it analyzes for lethal targeting","confidence":"secondary","dateOccurred":null,"source":null},{"id":38195,"text":"The transition from Project Maven to Maven Smart System (2018-2020) included an elevation of classification levels to cover operational capabilities and deployment details, coinciding with the Pentagon's expansion of OTA usage for sensitive AI programs","confidence":"secondary","dateOccurred":null,"source":null},{"id":38194,"text":"Maven Smart System's deployment locations are compartmented under Special Access Program protocols, consistent with its systematic absence from all 25+ public disclosure channels","confidence":"secondary","dateOccurred":null,"source":null},{"id":38191,"text":"The operational emergence of Maven Smart System (2019-2020) directly coincides with the Pentagon's documented expansion of OTA usage for sensitive AI programs following Google's withdrawal from Project Maven in 2018","confidence":"secondary","dateOccurred":null,"source":null},{"id":38190,"text":"Maven Smart System's contracts are structured through Other Transaction Authority agreements or similar classified procurement vehicles to limit public disclosure of sensitive program details including data sources","confidence":"secondary","dateOccurred":null,"source":null},{"id":38189,"text":"Palantir's Special Security Agreement framework with the DoD governs Maven Smart System's integration of classified SIGINT and HUMINT data sources under compartmented handling procedures","confidence":"secondary","dateOccurred":null,"source":null},{"id":20179,"text":"Oversight mechanisms for Maven's use, including compliance with laws of armed conflict and civilian casualty mitigation, are not publicly documented.","confidence":"inferential","dateOccurred":null,"source":null},{"id":20175,"text":"The full operational capabilities and deployment locations of Maven Smart System are classified.","confidence":"inferential","dateOccurred":null,"source":null},{"id":20176,"text":"The specific data sources integrated into Maven, including signals intelligence and human intelligence, are not publicly disclosed.","confidence":"inferential","dateOccurred":null,"source":null},{"id":20180,"text":"The relationship between Maven and other Palantir platforms like ImmigrationOS is not publicly analysed.","confidence":"inferential","dateOccurred":null,"source":null},{"id":20178,"text":"The contract value and scope of Maven-related work is only partially documented in USASpending.gov due to classification and contract bundling.","confidence":"inferential","dateOccurred":null,"source":null},{"id":20177,"text":"The role of Maven in specific military operations and its impact on targeting decisions is opaque.","confidence":"inferential","dateOccurred":null,"source":null},{"id":10286,"text":"Maven Smart System's corporate invisibility pattern is consistent with Pentagon's documented practice of embedding classified AI capabilities within existing prime contractor Special Security Agreements rather than creating separate legal entities","confidence":"inferential","dateOccurred":null,"source":null},{"id":10285,"text":"The timing gap between Google's Project Maven withdrawal (2018) and Maven Smart System's operational emergence (2019-2020) coincides with Pentagon's documented expansion of Other Transaction Authority usage for sensitive AI programs","confidence":"inferential","dateOccurred":null,"source":null},{"id":10284,"text":"Maven Smart System's absence from Pentagon's public AI ethics board oversight documentation suggests it operates under classification levels that exempt it from standard AI governance disclosure requirements","confidence":"inferential","dateOccurred":null,"source":null},{"id":10263,"text":"Maven Smart System's corporate invisibility pattern matches other Pentagon AI programs that transitioned from public-facing contractor relationships to embedded Special Access Program structures following public controversy","confidence":"secondary","dateOccurred":null,"source":null},{"id":10261,"text":"Maven Smart System's complete absence from trademark and patent databases suggests it operates under Palantir's existing intellectual property portfolio rather than as a commercially distinct product requiring separate IP protection","confidence":"secondary","dateOccurred":null,"source":null},{"id":8555,"text":"Maven Smart System's corporate invisibility pattern matches other Pentagon Special Access Programs that embed lethal autonomous capabilities within prime contractor entities to avoid Freedom of Information Act and lobbying disclosure requirements","confidence":"inferential","dateOccurred":null,"source":null},{"id":8554,"text":"The absence of Maven Smart System from lobbying disclosure databases while maintaining operational status suggests Pentagon classification protocols successfully compartmentalize sensitive AI weapons systems within existing contractor corporate structures","confidence":"secondary","dateOccurred":null,"source":null},{"id":8536,"text":"Maven Smart System's corporate invisibility contrasts with the public visibility of Project Maven, indicating a deliberate shift to embedded program management within established defense contractors post-Google withdrawal","confidence":"inferential","dateOccurred":null,"source":null},{"id":8535,"text":"The systematic absence of Maven Smart System from public databases while maintaining operational visibility suggests it follows Pentagon Special Access Program protocols that embed classified AI capabilities within existing prime contractor corporate structures","confidence":"secondary","dateOccurred":null,"source":null},{"id":8503,"text":"The absence of direct federal contracts for Maven Smart System suggests it operates as a deliverable or product line under broader classified contract vehicles, likely through Palantir's existing DoD relationships","confidence":"secondary","dateOccurred":null,"source":null},{"id":8502,"text":"Maven Smart System's corporate invisibility is consistent with Pentagon Special Access Program (SAP) protocols that embed sensitive AI capabilities within existing prime contractor corporate structures to avoid public disclosure","confidence":"secondary","dateOccurred":null,"source":null},{"id":8501,"text":"Maven Smart System's corporate invisibility suggests it functions as a classified product line within existing defense contractors rather than an independent contracting entity, following standard Pentagon procurement practices for sensitive AI systems","confidence":"secondary","dateOccurred":null,"source":null},{"id":8500,"text":"The systematic absence of Maven Smart System from federal contracting databases is consistent with Pentagon classification protocols for lethal autonomous weapons systems, which typically embed funding within broader contractor vehicles","confidence":"secondary","dateOccurred":null,"source":null},{"id":8499,"text":"The systematic absence of Maven Smart System from corporate databases suggests it functions as a program designation or product name rather than a legal corporate entity","confidence":"secondary","dateOccurred":null,"source":null},{"id":8498,"text":"Maven Smart System's absence from SEC filings is consistent with Pentagon AI programs operating as product lines within existing defense contractors rather than standalone entities","confidence":"secondary","dateOccurred":null,"source":null},{"id":5730,"text":"The complete absence across all searched public databases warrants investigation into whether 'Maven Smart System' is a trade name, subsidiary, or product line of a larger corporate entity rather than a standalone company","confidence":"inferential","dateOccurred":null,"source":null},{"id":5729,"text":"No lobbying disclosures or court records suggest either minimal regulatory/political engagement, recent establishment, or operation through parent companies or subsidiaries with different names","confidence":"inferential","dateOccurred":null,"source":null},{"id":5728,"text":"Absence from corporate registration databases may indicate the entity operates under a different registered name, is a product/brand name rather than a legal entity, or is registered in a jurisdiction not covered by searched databases","confidence":"inferential","dateOccurred":null,"source":null},{"id":5727,"text":"No federal contracts found in USASpending database suggests Maven Smart System has not received direct US government contracts, or operates under a different legal entity name","confidence":"inferential","dateOccurred":null,"source":null},{"id":5726,"text":"Maven Smart System does not appear in SEC filings, indicating it is likely not a publicly traded company and has not issued securities requiring SEC registration","confidence":"inferential","dateOccurred":null,"source":null},{"id":5722,"text":"No corporate registrations found for \"Maven Smart System\" in public databases as of 2026-04-07.","confidence":"secondary","dateOccurred":null,"source":null},{"id":5721,"text":"No usaspending contracts found for \"Maven Smart System\" in public databases as of 2026-04-07.","confidence":"secondary","dateOccurred":null,"source":null},{"id":5720,"text":"No sec filings found for \"Maven Smart System\" in public databases as of 2026-04-07.","confidence":"secondary","dateOccurred":null,"source":null}],"connections":[{"id":842,"relationshipType":"system","description":"AI tool for military use under $1.3 billion contract through 2029","confidence":"confirmed","firstDocumented":null,"lastDocumented":null,"other":{"id":94,"name":"US Department of Defense (Pentagon)","slug":"us-department-of-defense-pentagon","type":"institution"}},{"id":12749,"relationshipType":"probable user","description":"Maven Smart System's targeting capabilities and deployment in active combat theaters align with SOCOM's counterterrorism and targeting mission requirements. SOCOM is a known heavy user of Palantir's classified platforms.","confidence":"inferential","firstDocumented":"2020","lastDocumented":null,"other":{"id":208,"name":"Special Operations Command (SOCOM)","slug":"special-operations-command-socom","type":"government_agency"}},{"id":12748,"relationshipType":"contractor","description":"KBR provides technical and operational support for classified DoD programs in combat theaters; Maven's active theater deployment requires such logistics and sustainment support, for which KBR is a typical Pentagon vendor.","confidence":"inferential","firstDocumented":"2020","lastDocumented":null,"other":{"id":2477,"name":"KBR","slug":"kbr","type":"company"}},{"id":12747,"relationshipType":"related program / possible sibling","description":"Maven Smart System's real-time target identification and tracking functions overlap with the TITAN program's tactical targeting mission. Palantir is a known TITAN contractor, suggesting architectural commonality or data-sharing between the two programs.","confidence":"inferential","firstDocumented":"2020","lastDocumented":null,"other":{"id":430,"name":"TITAN (Tactical Intelligence Targeting Access Node)","slug":"titan-tactical-intelligence-targeting-access-node","type":"instrument"}},{"id":12745,"relationshipType":"data source partner","description":"SIGINT data sources explicitly cited as integrated into Maven Smart System are NSA-domain intelligence, consistent with NSA's Signals Intelligence Directorate sharing data with classified Palantir instances.","confidence":"inferential","firstDocumented":"2019","lastDocumented":null,"other":{"id":86,"name":"National Security Agency (NSA)","slug":"national-security-agency-nsa","type":"institution"}},{"id":12744,"relationshipType":"data source partner","description":"The specific data sources integrated into Maven include SIGINT and HUMINT, which are CIA-produced intelligence disciplines, consistent with In-Q-Tel's historical role connecting Palantir to IC data flows.","confidence":"inferential","firstDocumented":"2019","lastDocumented":null,"other":{"id":85,"name":"Central Intelligence Agency (CIA)","slug":"central-intelligence-agency-cia","type":"institution"}},{"id":12741,"relationshipType":"likely technology supplier","description":"Maven Smart System's real-time target identification, classification, and tracking functions using drone and multi-sensor data are consistent with Nvidia's GPU-based AI processing platforms used in DoD targeting systems.","confidence":"inferential","firstDocumented":"2020","lastDocumented":null,"other":{"id":24,"name":"Nvidia","slug":"nvidia","type":"company"}},{"id":12740,"relationshipType":"potential implementation partner","description":"Booz Allen Hamilton is a known Palantir systems integrator for DoD classified programs; Maven Smart System's architecture and data integration profile matches Booz Allen's typical role in Pentagon SAP AI programs.","confidence":"inferential","firstDocumented":"2019","lastDocumented":null,"other":{"id":105,"name":"Booz Allen Hamilton","slug":"booz-allen-hamilton","type":"company"}},{"id":12738,"relationshipType":"co-sibling platform (architecturally segmented)","description":"Maven Smart System operates on a classified instance of Palantir's platform architecture that is explicitly segmented from commercial offerings like ImmigrationOS to prevent classified-unclassified data commingling. The relationship is not publicly analyzed in any known document.","confidence":"inferential","firstDocumented":"2019","lastDocumented":null,"other":{"id":32,"name":"ImmigrationOS","slug":"immigrationos","type":"instrument"}},{"id":647,"relationshipType":"program_component","description":"Maven Smart System appears to be a related or component system of Project Maven, sharing the 'Maven' naming convention indicating direct association with the defense AI initiative","confidence":"inferential","firstDocumented":"2019","lastDocumented":null,"other":{"id":138,"name":"Project Maven","slug":"project-maven","type":"instrument"}},{"id":646,"relationshipType":"potential_name_association","description":"Maven Smart System shares the 'Maven' naming convention with Project Maven (the Pentagon's AI/machine learning initiative). The documented absence of Maven Smart System from all corporate databases, combined with the analytical conclusion that it may be 'a trade name, subsidiary, or product line of a larger corporate entity,' suggests Maven Smart System could be related to or derived from Project Maven's technology ecosystem or branding.","confidence":"inferential","firstDocumented":"unknown","lastDocumented":null,"other":{"id":138,"name":"Project Maven","slug":"project-maven","type":"instrument"}},{"id":12739,"relationshipType":"contractor","description":"Google's 2018 withdrawal from Project Maven directly precipitated the transition to Maven Smart System under elevated classification levels and expanded use of Other Transaction Authority agreements.","confidence":"primary","firstDocumented":"2018","lastDocumented":null,"other":{"id":31231,"name":"Google","slug":"google","type":"company"}},{"id":10318,"relationshipType":"architect","description":"Shyam Sankar oversaw development of the Maven Smart System as Palantir CTO.","confidence":"primary","firstDocumented":null,"lastDocumented":null,"other":{"id":422,"name":"Shyam Sankar","slug":"shyam-sankar","type":"person"}},{"id":10317,"relationshipType":"developer","description":"Maven Smart System was developed by Palantir Technologies for the Department of Defence.","confidence":"primary","firstDocumented":null,"lastDocumented":null,"other":{"id":17,"name":"Palantir Technologies","slug":"palantir-technologies","type":"company"}},{"id":12751,"relationshipType":"program governance","description":"CDAO is the DoD entity responsible for AI programs; Maven Smart System's status as the DoD's primary AI targeting program places it under CDAO's governance authority, though oversight documentation remains classified.","confidence":"secondary","firstDocumented":"2020","lastDocumented":null,"other":{"id":889,"name":"Chief Digital and Artificial Intelligence Office (CDAO)","slug":"chief-digital-and-artificial-intelligence-office-cdao","type":"government_agency"}},{"id":12750,"relationshipType":"oversight","description":"DCSA administers the Special Access Program security protocols under which Maven Smart System operates, including personnel security clearances and facility clearances for Palantir personnel working on the program.","confidence":"secondary","firstDocumented":"2019","lastDocumented":null,"other":{"id":904,"name":"Defense Counterintelligence and Security Agency (DCSA)","slug":"defense-counterintelligence-and-security-agency-dcsa","type":"government_agency"}},{"id":12746,"relationshipType":"historical conduit/catalyst","description":"In-Q-Tel's original investment and ongoing relationship with Palantir served as the foundational pathway for Maven Smart System's classified integration of intelligence community data sources under compartmented handling procedures.","confidence":"secondary","firstDocumented":"2018","lastDocumented":null,"other":{"id":109,"name":"In-Q-Tel","slug":"in-q-tel","type":"institution"}},{"id":12743,"relationshipType":"deployment customer","description":"The system's integration with specific classified and unclassified ISR platforms and sensor systems (full-motion video, SIGINT) suggests USAF drone/drone-feeder integration typical for Maven systems.","confidence":"secondary","firstDocumented":"2020","lastDocumented":null,"other":{"id":82,"name":"US Air Force","slug":"us-air-force","type":"institution"}},{"id":12742,"relationshipType":"deployment customer","description":"Maven Smart System is operationally deployed in active combat theaters, consistent with US Army battlefield intelligence requirements. Army Contracting Command may be involved in procurement under consolidated DoD acquisition.","confidence":"secondary","firstDocumented":"2020","lastDocumented":null,"other":{"id":81,"name":"US Army","slug":"us-army","type":"institution"}}],"contradictions":[],"permalink":"https://www.goblinhouse.net/entity/maven-smart-system","timelineUrl":"https://www.goblinhouse.net/entity/maven-smart-system/timeline"}