Lam Research Corporation
591dd412-af21-4256-ac90-12e8b8a4b734
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-06-08T13:59:34.077266+00:00

Business Model Classification Tokens

monetization_vector
unit sales
Medium
SEC-10K 0000707549-26-000037
pricing_architecture
negotiated
Medium
SEC-10K 0000707549-26-000037
target_gross_margin_bracket
50.5% Gross Margin (Strong (40-60%))
High
SEC-XBRL
revenue_model_type
product sales
Medium
SEC-10K 0000707549-26-000037
customer_acquisition_metric
Direct sales force and partnerships
Medium
SEC-10K 0000707549-26-000037
customer_segment_primary
enterprise
Medium
SEC-10K 0000707549-26-000037
customer_segment_secondary
institutional
Medium
SEC-10K 0000707549-26-000037
business_model_type_primary
manufacturer
Medium
SEC-10K 0000707549-26-000037
business_model_type_secondary
services
Medium
SEC-10K 0000707549-26-000037
supply_chain_dependency
High
Medium
SEC-10K 0000707549-26-000037
headcount_cost_structure
108.9% OpEx / Revenue (High Cost Structure)
High
SEC-XBRL
geographic_footprint
international
Medium
SEC-10K 0000707549-26-000037
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0000707549-26-000037
antitrust_exposure_flag
No
Medium
SEC-10K 0000707549-26-000037
data_sovereignty_risk
Moderate
Medium
SEC-10K 0000707549-26-000037
vendor_lock_dependency_score
Moderate
Medium
SEC-10K 0000707549-26-000037
pricing_power_rating
Strong
Medium
SEC-10K 0000707549-26-000037
network_effect_present
No
Medium
SEC-10K 0000707549-26-000037
switching_cost_profile
High
Medium
SEC-10K 0000707549-26-000037
asset_efficiency_ratio
35.1% Return on Assets (Outstanding)
High
SEC-XBRL
recession_resistance_tier
Cyclical
Medium
SEC-10K 0000707549-26-000037
interest_rate_sensitivity
Low
Medium
SEC-10K 0000707549-26-000037
debt_leverage_profile
0.30x 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
15.2% OpEx as % Revenue (Moderately Scalable)
High
SEC-XBRL
franchise_compliance_risk
N-A
Medium
SEC-10K 0000707549-26-000037
international_expansion_readiness
High
Medium
SEC-10K 0000707549-26-000037
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
0000707549
High
SEC-EDGAR
ticker
LRCX
High
SEC-EDGAR
churn_vulnerability_index
Low
Medium
SEC-10K 0000707549-26-000037
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 0000707549-26-000037
insider_buys_6m
0
High
SEC-Form4 0001343600-26-000013..0001642415-26-000008
insider_sells_6m
55
High
SEC-Form4 0001343600-26-000013..0001642415-26-000008
insider_net_shares_6m
-323428
High
SEC-Form4 0001343600-26-000013..0001642415-26-000008
insider_last_transaction_date
2026-09-09
High
SEC-Form4 0001343600-26-000013..0001642415-26-000008
Insider_Dog_Checked
2026-10-03T13:39|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
23,300; ~62% outside U.S. (56% Asia, 6% Europe)
Medium
SEC-10K 0000707549-26-000037
key_person_dependency
Low
Medium
SEC-10K 0000707549-26-000037
named_competitors
Applied Materials Inc., ASM International, Wonik IPS, Hitachi Ltd., Tokyo Electron Ltd., Screen Holding Co. Ltd., Semes Co. Ltd.
Medium
SEC-10K 0000707549-26-000037
market_structure
Oligopoly
Medium
SEC-10K 0000707549-26-000037
product_revenue_concentration
Foundry = 54% of leading/non-leading-edge equipment and upgrade revenue in FY2026
Medium
SEC-10K 0000707549-26-000037
capital_return_posture
Dividend+Buyback; FY2026: $3.85B buybacks, $1.27B dividends
Medium
SEC-10K 0000707549-26-000037
trade_restriction_exposure
High; export controls, tariffs, and sanctions mechanism; specific impact: steel and aluminum tariffs increased manufacturing costs in FY2026
Medium
SEC-10K 0000707549-26-000037
seasonality_pattern
Not disclosed as pronounced or mild; no specific intra-year seasonality pattern identified
Medium
SEC-10K 0000707549-26-000037
liquidity_sufficiency_assertion
Affirmed
Medium
SEC-10K 0000707549-26-000037
channel_inventory_exposure
None-direct; systems sold directly to semiconductor manufacturers
Medium
SEC-10K 0000707549-26-000037
active_enforcement_matters
No
Medium
SEC-10K 0000707549-26-000037
purchase_commitment_rigidity
Low; majority of purchase orders are generally cancellable at convenience
Medium
SEC-10K 0000707549-26-000037
cyber_incident_materiality
No
Medium
SEC-10K 0000707549-26-000037
cyber_framework_alignment
ISO 27001
Medium
SEC-10K 0000707549-26-000037
cyber_oversight_body
Audit committee; Board
Medium
SEC-10K 0000707549-26-000037
currency_risk_exposure
Moderate; Japanese yen revenue and euro, Korean won, Malaysian ringgit, Indian rupee expenses
Medium
SEC-10K 0000707549-26-000037
hedging_program_scope
FX forwards and options on anticipated revenues (Japanese yen) and expenses (euro, Korean won, Malaysian ringgit, Indian rupee); balance sheet derivative instru
Medium
SEC-10K 0000707549-26-000037
activist_13d_count_1y
0
High
SEC-13D/G registry, subject-verified
blockholder_13g_count_1y
2
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 0000707549-26-000037
pricing_architecture
negotiated
Medium
SEC-10K 0000707549-26-000037
target_gross_margin_bracket
50.5% Gross Margin (Strong (40-60%))
High
SEC-XBRL
revenue_model_type
product sales
Medium
SEC-10K 0000707549-26-000037
customer_acquisition_metric
Direct sales force and partnerships
Medium
SEC-10K 0000707549-26-000037
customer_segment_primary
enterprise
Medium
SEC-10K 0000707549-26-000037
customer_segment_secondary
institutional
Medium
SEC-10K 0000707549-26-000037
business_model_type_primary
manufacturer
Medium
SEC-10K 0000707549-26-000037
business_model_type_secondary
services
Medium
SEC-10K 0000707549-26-000037
supply_chain_dependency
High
Medium
SEC-10K 0000707549-26-000037
headcount_cost_structure
108.9% OpEx / Revenue (High Cost Structure)
High
SEC-XBRL
geographic_footprint
international
Medium
SEC-10K 0000707549-26-000037
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0000707549-26-000037
antitrust_exposure_flag
No
Medium
SEC-10K 0000707549-26-000037
data_sovereignty_risk
Moderate
Medium
SEC-10K 0000707549-26-000037
vendor_lock_dependency_score
Moderate
Medium
SEC-10K 0000707549-26-000037
pricing_power_rating
Strong
Medium
SEC-10K 0000707549-26-000037
network_effect_present
No
Medium
SEC-10K 0000707549-26-000037
switching_cost_profile
High
Medium
SEC-10K 0000707549-26-000037
asset_efficiency_ratio
35.1% Return on Assets (Outstanding)
High
SEC-XBRL
recession_resistance_tier
Cyclical
Medium
SEC-10K 0000707549-26-000037
interest_rate_sensitivity
Low
Medium
SEC-10K 0000707549-26-000037
debt_leverage_profile
0.30x 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
15.2% OpEx as % Revenue (Moderately Scalable)
High
SEC-XBRL
franchise_compliance_risk
N-A
Medium
SEC-10K 0000707549-26-000037
international_expansion_readiness
High
Medium
SEC-10K 0000707549-26-000037
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
0000707549
High
SEC-EDGAR
ticker
LRCX
High
SEC-EDGAR
churn_vulnerability_index
Low
Medium
SEC-10K 0000707549-26-000037
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 0000707549-26-000037
insider_buys_6m
0
High
SEC-Form4 0001343600-26-000013..0001642415-26-000008
insider_sells_6m
55
High
SEC-Form4 0001343600-26-000013..0001642415-26-000008
insider_net_shares_6m
-323428
High
SEC-Form4 0001343600-26-000013..0001642415-26-000008
insider_last_transaction_date
2026-09-09
High
SEC-Form4 0001343600-26-000013..0001642415-26-000008
Insider_Dog_Checked
2026-10-03T13:39|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
23,300; ~62% outside U.S. (56% Asia, 6% Europe)
Medium
SEC-10K 0000707549-26-000037
key_person_dependency
Low
Medium
SEC-10K 0000707549-26-000037
named_competitors
Applied Materials Inc., ASM International, Wonik IPS, Hitachi Ltd., Tokyo Electron Ltd., Screen Holding Co. Ltd., Semes Co. Ltd.
Medium
SEC-10K 0000707549-26-000037
market_structure
Oligopoly
Medium
SEC-10K 0000707549-26-000037
product_revenue_concentration
Foundry = 54% of leading/non-leading-edge equipment and upgrade revenue in FY2026
Medium
SEC-10K 0000707549-26-000037
capital_return_posture
Dividend+Buyback; FY2026: $3.85B buybacks, $1.27B dividends
Medium
SEC-10K 0000707549-26-000037
trade_restriction_exposure
High; export controls, tariffs, and sanctions mechanism; specific impact: steel and aluminum tariffs increased manufacturing costs in FY2026
Medium
SEC-10K 0000707549-26-000037
seasonality_pattern
Not disclosed as pronounced or mild; no specific intra-year seasonality pattern identified
Medium
SEC-10K 0000707549-26-000037
liquidity_sufficiency_assertion
Affirmed
Medium
SEC-10K 0000707549-26-000037
channel_inventory_exposure
None-direct; systems sold directly to semiconductor manufacturers
Medium
SEC-10K 0000707549-26-000037
active_enforcement_matters
No
Medium
SEC-10K 0000707549-26-000037
purchase_commitment_rigidity
Low; majority of purchase orders are generally cancellable at convenience
Medium
SEC-10K 0000707549-26-000037
cyber_incident_materiality
No
Medium
SEC-10K 0000707549-26-000037
cyber_framework_alignment
ISO 27001
Medium
SEC-10K 0000707549-26-000037
cyber_oversight_body
Audit committee; Board
Medium
SEC-10K 0000707549-26-000037
currency_risk_exposure
Moderate; Japanese yen revenue and euro, Korean won, Malaysian ringgit, Indian rupee expenses
Medium
SEC-10K 0000707549-26-000037
hedging_program_scope
FX forwards and options on anticipated revenues (Japanese yen) and expenses (euro, Korean won, Malaysian ringgit, Indian rupee); balance sheet derivative instru
Medium
SEC-10K 0000707549-26-000037
activist_13d_count_1y
0
High
SEC-13D/G registry, subject-verified
blockholder_13g_count_1y
2
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.