Marvell Technology Inc
68c04b4a-41cb-441b-987d-cc077d544329
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-06-08T13:19:40.076802+00:00

Business Model Classification Tokens

monetization_vector
unit sales
Medium
SEC-10K 0001835632-26-000011
pricing_architecture
negotiated / contract-based
Medium
SEC-10K 0001835632-26-000011
target_gross_margin_bracket
51.0% Gross Margin (Strong (40-60%))
High
SEC-XBRL
revenue_model_type
product sales
Medium
SEC-10K 0001835632-26-000011
customer_acquisition_metric
Direct sales force, field application engineers, distributors, and manufacturers' representatives
Medium
SEC-10K 0001835632-26-000011
customer_segment_primary
enterprise / institutional
Medium
SEC-10K 0001835632-26-000011
customer_segment_secondary
consumer
Medium
SEC-10K 0001835632-26-000011
business_model_type_primary
fabless semiconductor designer
Medium
SEC-10K 0001835632-26-000011
business_model_type_secondary
custom semiconductor solutions provider
Medium
SEC-10K 0001835632-26-000011
supply_chain_dependency
High
Medium
SEC-10K 0001835632-26-000011
headcount_cost_structure
Sublinear
Medium
SEC-10K 0001835632-26-000011
geographic_footprint
International; primarily Asia
Medium
SEC-10K 0001835632-26-000011
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001835632-26-000011
antitrust_exposure_flag
No
Medium
SEC-10K 0001835632-26-000011
data_sovereignty_risk
Moderate
Medium
SEC-10K 0001835632-26-000011
vendor_lock_dependency_score
High
Medium
SEC-10K 0001835632-26-000011
pricing_power_rating
Moderate
Medium
SEC-10K 0001835632-26-000011
network_effect_present
No
Medium
SEC-10K 0001835632-26-000011
switching_cost_profile
High
Medium
SEC-10K 0001835632-26-000011
asset_efficiency_ratio
13.7% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Cyclical
Medium
SEC-10K 0001835632-26-000011
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001835632-26-000011
debt_leverage_profile
0.35x Total Debt / Equity (Conservative)
High
SEC-XBRL
geopolitical_supply_exposure
Low intensity; China's 2023-2025 export-licensing regime on gallium, germanium, antimony, and rare-earth magnet materials — merely suspended for US-bound shipments until the November 2026 cliff, with licensing still in force — combined with advanced-node wafer fabrication concentrated in Taiwan, makes single-jurisdiction supply cutoff rather than commodity price the sector's binding 2026 chokepoint.
Medium
GICS-commodity-overlay-v2
marginal_cost_of_growth
Sublinear
Medium
SEC-10K 0001835632-26-000011
franchise_compliance_risk
N-A
Medium
SEC-10K 0001835632-26-000011
international_expansion_readiness
High
Medium
SEC-10K 0001835632-26-000011
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "17-0000 Architecture and Engineering Occupations", "23-0000 Legal Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.34 (HIL — ~34% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v2
commodity_exposure_profile
Low intensity; commodities: silicon (polysilicon/wafers), copper, gold, aluminum, rare earth elements (NdPr magnets), gallium/germanium, tin (solder); geopolitical: China's 2023-2025 export-licensing regime on gallium, germanium, antimony, and rare-earth magnet materials — merely suspended for US-bound shipments until the November 2026 cliff, with licensing still in force — combined with advanced-node wafer fabrication concentrated in Taiwan, makes single-jurisdiction supply cutoff rather than commodity price the sector's binding 2026 chokepoint.
Medium
GICS-commodity-overlay-v2
regulatory_exposure_profile
Medium burden; regimes: FTC, DOJ, GDPR, FCC, CFIUS, SEC; Antitrust breakup risk and cross-border data sovereignty rules are escalating.
Medium
GICS-regulatory-overlay-v1
sec_cik
0001835632
High
SEC-EDGAR
ticker
MRVL
High
SEC-EDGAR
capital_expenditure_profile
4.3% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
churn_vulnerability_index
Moderate
Medium
SEC-10K 0001835632-26-000011
Filings_Dog_Scope
active_enforcement_matters,antitrust_exposure_flag,business_model_type_primary,business_model_type_secondary,capital_return_posture,channel_inventory_exposure,churn_vulnerability_index,currency_risk_exposure,customer_acquisition_metric,customer_segment_primary,customer_segment_secondary,cyber_framework_alignment,cyber_incident_materiality,cyber_oversight_body,data_sovereignty_risk,employee_headcount,franchise_compliance_risk,geographic_footprint,geopolitical_supply_exposure,headcount_cost_structure,hedging_program_scope,howey_test_risk_index,interest_rate_sensitivity,international_expansion_readiness,key_person_dependency,liquidity_sufficiency_assertion,marginal_cost_of_growth,market_structure,monetization_vector,named_competitors,network_effect_present,pricing_architecture,pricing_power_rating,product_revenue_concentration,purchase_commitment_rigidity,recession_resistance_tier,regulatory_burden_tier,revenue_model_type,seasonality_pattern,supply_chain_dependency,switching_cost_profile,trade_restriction_exposure,vendor_lock_dependency_score
High
SEC-10K 0001835632-26-000011
insider_buys_6m
0
High
SEC-Form4 0001628280-26-064351..0001628280-26-023978
insider_sells_6m
21
High
SEC-Form4 0001628280-26-064351..0001628280-26-023978
insider_net_shares_6m
-246286
High
SEC-Form4 0001628280-26-064351..0001628280-26-023978
insider_last_transaction_date
2026-10-01
High
SEC-Form4 0001628280-26-064351..0001628280-26-023978
Insider_Dog_Checked
2026-10-03T13:43|activist_13d_count_1y,activist_last_13d_date,blockholder_13g_count_1y,insider_buys_6m,insider_last_transaction_date,insider_net_shares_6m,insider_sells_6m
High
SEC-Form4 registry
employee_headcount
7,480 employees as of January 31, 2026; 49% Americas, 42% APAC (including India), 9% EMEA
Medium
SEC-10K 0001835632-26-000011
key_person_dependency
Low
Medium
SEC-10K 0001835632-26-000011
named_competitors
Advanced Micro Devices (AMD), Alchip Technologies, Astera Labs, Ayar Labs, Broadcom, Cisco Systems, Credo Technology Group, Intel Corporation, Global Unichip Co
Medium
SEC-10K 0001835632-26-000011
market_structure
Fragmented
Medium
SEC-10K 0001835632-26-000011
product_revenue_concentration
Data center = 74% of revenue (fiscal 2026)
Medium
SEC-10K 0001835632-26-000011
capital_return_posture
Dividend+Buyback; FY2026: $2.0 billion repurchases, $205.1 million dividends
Medium
SEC-10K 0001835632-26-000011
trade_restriction_exposure
High; export controls and tariffs on China; customer inventory accumulation and vertical integration as mitigation attempts
Medium
SEC-10K 0001835632-26-000011
liquidity_sufficiency_assertion
Affirmed
Medium
SEC-10K 0001835632-26-000011
channel_inventory_exposure
Moderate; distributor sales at 37% of revenue with inventory programs disclosed
Medium
SEC-10K 0001835632-26-000011
active_enforcement_matters
No
Medium
SEC-10K 0001835632-26-000011
purchase_commitment_rigidity
Moderate; capacity reservations with foundries and some non-cancellable obligations; $590.6 million repaid on term loan in fiscal 2026
Medium
SEC-10K 0001835632-26-000011
cyber_incident_materiality
No
Medium
SEC-10K 0001835632-26-000011
cyber_framework_alignment
NIST CSF
Medium
SEC-10K 0001835632-26-000011
cyber_oversight_body
Audit Committee
Medium
SEC-10K 0001835632-26-000011
currency_risk_exposure
Low-Moderate; most sales and expenses in USD; 10% USD weakening would increase operating expenses ~2%
Medium
SEC-10K 0001835632-26-000011
hedging_program_scope
Foreign currency forwards and options available but selectively employed; no commodity hedging disclosed
Medium
SEC-10K 0001835632-26-000011
activist_13d_count_1y
0
High
SEC-13D/G registry, subject-verified
blockholder_13g_count_1y
8
High
SEC-13D/G registry, subject-verified
activist_last_13d_date
none in window
High
SEC-13D/G registry, subject-verified

Knowledge Graph — All Sections

monetization_vector
unit sales
Medium
SEC-10K 0001835632-26-000011
pricing_architecture
negotiated / contract-based
Medium
SEC-10K 0001835632-26-000011
target_gross_margin_bracket
51.0% Gross Margin (Strong (40-60%))
High
SEC-XBRL
revenue_model_type
product sales
Medium
SEC-10K 0001835632-26-000011
customer_acquisition_metric
Direct sales force, field application engineers, distributors, and manufacturers' representatives
Medium
SEC-10K 0001835632-26-000011
customer_segment_primary
enterprise / institutional
Medium
SEC-10K 0001835632-26-000011
customer_segment_secondary
consumer
Medium
SEC-10K 0001835632-26-000011
business_model_type_primary
fabless semiconductor designer
Medium
SEC-10K 0001835632-26-000011
business_model_type_secondary
custom semiconductor solutions provider
Medium
SEC-10K 0001835632-26-000011
supply_chain_dependency
High
Medium
SEC-10K 0001835632-26-000011
headcount_cost_structure
Sublinear
Medium
SEC-10K 0001835632-26-000011
geographic_footprint
International; primarily Asia
Medium
SEC-10K 0001835632-26-000011
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001835632-26-000011
antitrust_exposure_flag
No
Medium
SEC-10K 0001835632-26-000011
data_sovereignty_risk
Moderate
Medium
SEC-10K 0001835632-26-000011
vendor_lock_dependency_score
High
Medium
SEC-10K 0001835632-26-000011
pricing_power_rating
Moderate
Medium
SEC-10K 0001835632-26-000011
network_effect_present
No
Medium
SEC-10K 0001835632-26-000011
switching_cost_profile
High
Medium
SEC-10K 0001835632-26-000011
asset_efficiency_ratio
13.7% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Cyclical
Medium
SEC-10K 0001835632-26-000011
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001835632-26-000011
debt_leverage_profile
0.35x Total Debt / Equity (Conservative)
High
SEC-XBRL
geopolitical_supply_exposure
Low intensity; China's 2023-2025 export-licensing regime on gallium, germanium, antimony, and rare-earth magnet materials — merely suspended for US-bound shipments until the November 2026 cliff, with licensing still in force — combined with advanced-node wafer fabrication concentrated in Taiwan, makes single-jurisdiction supply cutoff rather than commodity price the sector's binding 2026 chokepoint.
Medium
GICS-commodity-overlay-v2
marginal_cost_of_growth
Sublinear
Medium
SEC-10K 0001835632-26-000011
franchise_compliance_risk
N-A
Medium
SEC-10K 0001835632-26-000011
international_expansion_readiness
High
Medium
SEC-10K 0001835632-26-000011
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "17-0000 Architecture and Engineering Occupations", "23-0000 Legal Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.34 (HIL — ~34% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v2
commodity_exposure_profile
Low intensity; commodities: silicon (polysilicon/wafers), copper, gold, aluminum, rare earth elements (NdPr magnets), gallium/germanium, tin (solder); geopolitical: China's 2023-2025 export-licensing regime on gallium, germanium, antimony, and rare-earth magnet materials — merely suspended for US-bound shipments until the November 2026 cliff, with licensing still in force — combined with advanced-node wafer fabrication concentrated in Taiwan, makes single-jurisdiction supply cutoff rather than commodity price the sector's binding 2026 chokepoint.
Medium
GICS-commodity-overlay-v2
regulatory_exposure_profile
Medium burden; regimes: FTC, DOJ, GDPR, FCC, CFIUS, SEC; Antitrust breakup risk and cross-border data sovereignty rules are escalating.
Medium
GICS-regulatory-overlay-v1
sec_cik
0001835632
High
SEC-EDGAR
ticker
MRVL
High
SEC-EDGAR
capital_expenditure_profile
4.3% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
churn_vulnerability_index
Moderate
Medium
SEC-10K 0001835632-26-000011
Filings_Dog_Scope
active_enforcement_matters,antitrust_exposure_flag,business_model_type_primary,business_model_type_secondary,capital_return_posture,channel_inventory_exposure,churn_vulnerability_index,currency_risk_exposure,customer_acquisition_metric,customer_segment_primary,customer_segment_secondary,cyber_framework_alignment,cyber_incident_materiality,cyber_oversight_body,data_sovereignty_risk,employee_headcount,franchise_compliance_risk,geographic_footprint,geopolitical_supply_exposure,headcount_cost_structure,hedging_program_scope,howey_test_risk_index,interest_rate_sensitivity,international_expansion_readiness,key_person_dependency,liquidity_sufficiency_assertion,marginal_cost_of_growth,market_structure,monetization_vector,named_competitors,network_effect_present,pricing_architecture,pricing_power_rating,product_revenue_concentration,purchase_commitment_rigidity,recession_resistance_tier,regulatory_burden_tier,revenue_model_type,seasonality_pattern,supply_chain_dependency,switching_cost_profile,trade_restriction_exposure,vendor_lock_dependency_score
High
SEC-10K 0001835632-26-000011
insider_buys_6m
0
High
SEC-Form4 0001628280-26-064351..0001628280-26-023978
insider_sells_6m
21
High
SEC-Form4 0001628280-26-064351..0001628280-26-023978
insider_net_shares_6m
-246286
High
SEC-Form4 0001628280-26-064351..0001628280-26-023978
insider_last_transaction_date
2026-10-01
High
SEC-Form4 0001628280-26-064351..0001628280-26-023978
Insider_Dog_Checked
2026-10-03T13:43|activist_13d_count_1y,activist_last_13d_date,blockholder_13g_count_1y,insider_buys_6m,insider_last_transaction_date,insider_net_shares_6m,insider_sells_6m
High
SEC-Form4 registry
employee_headcount
7,480 employees as of January 31, 2026; 49% Americas, 42% APAC (including India), 9% EMEA
Medium
SEC-10K 0001835632-26-000011
key_person_dependency
Low
Medium
SEC-10K 0001835632-26-000011
named_competitors
Advanced Micro Devices (AMD), Alchip Technologies, Astera Labs, Ayar Labs, Broadcom, Cisco Systems, Credo Technology Group, Intel Corporation, Global Unichip Co
Medium
SEC-10K 0001835632-26-000011
market_structure
Fragmented
Medium
SEC-10K 0001835632-26-000011
product_revenue_concentration
Data center = 74% of revenue (fiscal 2026)
Medium
SEC-10K 0001835632-26-000011
capital_return_posture
Dividend+Buyback; FY2026: $2.0 billion repurchases, $205.1 million dividends
Medium
SEC-10K 0001835632-26-000011
trade_restriction_exposure
High; export controls and tariffs on China; customer inventory accumulation and vertical integration as mitigation attempts
Medium
SEC-10K 0001835632-26-000011
liquidity_sufficiency_assertion
Affirmed
Medium
SEC-10K 0001835632-26-000011
channel_inventory_exposure
Moderate; distributor sales at 37% of revenue with inventory programs disclosed
Medium
SEC-10K 0001835632-26-000011
active_enforcement_matters
No
Medium
SEC-10K 0001835632-26-000011
purchase_commitment_rigidity
Moderate; capacity reservations with foundries and some non-cancellable obligations; $590.6 million repaid on term loan in fiscal 2026
Medium
SEC-10K 0001835632-26-000011
cyber_incident_materiality
No
Medium
SEC-10K 0001835632-26-000011
cyber_framework_alignment
NIST CSF
Medium
SEC-10K 0001835632-26-000011
cyber_oversight_body
Audit Committee
Medium
SEC-10K 0001835632-26-000011
currency_risk_exposure
Low-Moderate; most sales and expenses in USD; 10% USD weakening would increase operating expenses ~2%
Medium
SEC-10K 0001835632-26-000011
hedging_program_scope
Foreign currency forwards and options available but selectively employed; no commodity hedging disclosed
Medium
SEC-10K 0001835632-26-000011
activist_13d_count_1y
0
High
SEC-13D/G registry, subject-verified
blockholder_13g_count_1y
8
High
SEC-13D/G registry, subject-verified
activist_last_13d_date
none in window
High
SEC-13D/G registry, subject-verified

Business Model Components

Core Space

> *Pending Turn 2 — Business Model Type Agent population.*

Interaction Modes

> *Pending Turn 2 — Business Model Type Agent population.*

Product Matrix

> *Pending Turn 2 — Business Model Type Agent population.*

Historical Evolution Log

Live Operational Signals

Signal DateSignal TypeSummary
Source

Evaluation Gate — Persona Stress Tests

SKILL_BUFFETT_VAL_03PENDING——
SKILL_LEGAL_SEC_01PENDING——
SKILL_SHORT_BEAR_01PENDING——
SKILL_MACRO_STRAT_01PENDING——
SKILL_OPS_PARTNER_01PENDING——

Live Status

No Live Status block found.