Seagate Technology Holdings plc
3db98b95-36fb-43b7-a090-447365f08901
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-06-08T17:25:41.096611+00:00

Business Model Classification Tokens

monetization_vector
Unit sales
Medium
SEC-10K 0001137789-26-000159
pricing_architecture
Negotiated
Medium
SEC-10K 0001137789-26-000159
revenue_model_type
Product sales
Medium
SEC-10K 0001137789-26-000159
customer_acquisition_metric
Direct and indirect sales channels
Medium
SEC-10K 0001137789-26-000159
customer_segment_primary
Enterprise
Medium
SEC-10K 0001137789-26-000159
customer_segment_secondary
Consumer
Medium
SEC-10K 0001137789-26-000159
business_model_type_primary
Manufacturer
Medium
SEC-10K 0001137789-26-000159
supply_chain_dependency
High
Medium
SEC-10K 0001137789-26-000159
headcount_cost_structure
Sublinear
Medium
SEC-10K 0001137789-26-000159
geographic_footprint
International
Medium
SEC-10K 0001137789-26-000159
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001137789-26-000159
antitrust_exposure_flag
No
Medium
SEC-10K 0001137789-26-000159
data_sovereignty_risk
Moderate
Medium
SEC-10K 0001137789-26-000159
vendor_lock_dependency_score
High
Medium
SEC-10K 0001137789-26-000159
pricing_power_rating
Moderate
Medium
SEC-10K 0001137789-26-000159
network_effect_present
No
Medium
SEC-10K 0001137789-26-000159
switching_cost_profile
Moderate
Medium
SEC-10K 0001137789-26-000159
asset_efficiency_ratio
37.0% Return on Assets (Outstanding)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0001137789-26-000159
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001137789-26-000159
debt_leverage_profile
0.53x Total Debt / Equity (Moderate leverage)
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 0001137789-26-000159
franchise_compliance_risk
N-A
Medium
SEC-10K 0001137789-26-000159
international_expansion_readiness
High
Medium
SEC-10K 0001137789-26-000159
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
0001137789
High
SEC-EDGAR
ticker
STX
High
SEC-EDGAR
capital_expenditure_profile
4.7% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
churn_vulnerability_index
High
Medium
SEC-10K 0001137789-26-000159
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 0001137789-26-000159
insider_buys_6m
0
High
SEC-Form4 0001137789-26-000262..0001137789-26-000078
insider_sells_6m
577
High
SEC-Form4 0001137789-26-000262..0001137789-26-000078
insider_net_shares_6m
-618570
High
SEC-Form4 0001137789-26-000262..0001137789-26-000078
insider_last_transaction_date
2026-10-01
High
SEC-Form4 0001137789-26-000262..0001137789-26-000078
Insider_Dog_Checked
2026-10-03T13:44|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
30,000; ~83% outside U.S.
Medium
SEC-10K 0001137789-26-000159
key_person_dependency
Moderate
Medium
SEC-10K 0001137789-26-000159
named_competitors
Western Digital Corporation, Toshiba Electronics Devices & Storage Corporation
Medium
SEC-10K 0001137789-26-000159
market_structure
Oligopoly
Medium
SEC-10K 0001137789-26-000159
product_revenue_concentration
Data Center = 80% of revenue
Medium
SEC-10K 0001137789-26-000159
capital_return_posture
Dividend+Buyback
Medium
SEC-10K 0001137789-26-000159
trade_restriction_exposure
High; tariffs and export controls; quantified impact on rare earth elements and specific export compliance risks
Medium
SEC-10K 0001137789-26-000159
seasonality_pattern
Pronounced; Edge IoT weak in second half of fiscal year
Medium
SEC-10K 0001137789-26-000159
liquidity_sufficiency_assertion
Affirmed
Medium
SEC-10K 0001137789-26-000159
channel_inventory_exposure
High; distributor/retailer channel volatility
Medium
SEC-10K 0001137789-26-000159
active_enforcement_matters
Yes; legal settlement matter
Medium
SEC-10K 0001137789-26-000159
purchase_commitment_rigidity
High; $2.1 billion unconditional
Medium
SEC-10K 0001137789-26-000159
cyber_incident_materiality
No
Medium
SEC-10K 0001137789-26-000159
cyber_framework_alignment
Not named
Medium
SEC-10K 0001137789-26-000159
cyber_oversight_body
Audit and Finance Committee
Medium
SEC-10K 0001137789-26-000159
currency_risk_exposure
Moderate; Thai Baht, Singapore Dollar, Chinese Renminbi, British Pound Sterling
Medium
SEC-10K 0001137789-26-000159
hedging_program_scope
FX forwards on GBP/CNY/SGD/THB; commodity forwards on precious metals; no equity hedging disclosed beyond TRS for SDCP
Medium
SEC-10K 0001137789-26-000159
activist_13d_count_1y
0
Medium
SEC-13D/G registry, subject-verified
blockholder_13g_count_1y
6
Medium
SEC-13D/G registry, subject-verified
activist_last_13d_date
none in window
Medium
SEC-13D/G registry, subject-verified

Knowledge Graph — All Sections

monetization_vector
Unit sales
Medium
SEC-10K 0001137789-26-000159
pricing_architecture
Negotiated
Medium
SEC-10K 0001137789-26-000159
revenue_model_type
Product sales
Medium
SEC-10K 0001137789-26-000159
customer_acquisition_metric
Direct and indirect sales channels
Medium
SEC-10K 0001137789-26-000159
customer_segment_primary
Enterprise
Medium
SEC-10K 0001137789-26-000159
customer_segment_secondary
Consumer
Medium
SEC-10K 0001137789-26-000159
business_model_type_primary
Manufacturer
Medium
SEC-10K 0001137789-26-000159
supply_chain_dependency
High
Medium
SEC-10K 0001137789-26-000159
headcount_cost_structure
Sublinear
Medium
SEC-10K 0001137789-26-000159
geographic_footprint
International
Medium
SEC-10K 0001137789-26-000159
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001137789-26-000159
antitrust_exposure_flag
No
Medium
SEC-10K 0001137789-26-000159
data_sovereignty_risk
Moderate
Medium
SEC-10K 0001137789-26-000159
vendor_lock_dependency_score
High
Medium
SEC-10K 0001137789-26-000159
pricing_power_rating
Moderate
Medium
SEC-10K 0001137789-26-000159
network_effect_present
No
Medium
SEC-10K 0001137789-26-000159
switching_cost_profile
Moderate
Medium
SEC-10K 0001137789-26-000159
asset_efficiency_ratio
37.0% Return on Assets (Outstanding)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0001137789-26-000159
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001137789-26-000159
debt_leverage_profile
0.53x Total Debt / Equity (Moderate leverage)
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 0001137789-26-000159
franchise_compliance_risk
N-A
Medium
SEC-10K 0001137789-26-000159
international_expansion_readiness
High
Medium
SEC-10K 0001137789-26-000159
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
0001137789
High
SEC-EDGAR
ticker
STX
High
SEC-EDGAR
capital_expenditure_profile
4.7% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
churn_vulnerability_index
High
Medium
SEC-10K 0001137789-26-000159
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 0001137789-26-000159
insider_buys_6m
0
High
SEC-Form4 0001137789-26-000262..0001137789-26-000078
insider_sells_6m
577
High
SEC-Form4 0001137789-26-000262..0001137789-26-000078
insider_net_shares_6m
-618570
High
SEC-Form4 0001137789-26-000262..0001137789-26-000078
insider_last_transaction_date
2026-10-01
High
SEC-Form4 0001137789-26-000262..0001137789-26-000078
Insider_Dog_Checked
2026-10-03T13:44|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
30,000; ~83% outside U.S.
Medium
SEC-10K 0001137789-26-000159
key_person_dependency
Moderate
Medium
SEC-10K 0001137789-26-000159
named_competitors
Western Digital Corporation, Toshiba Electronics Devices & Storage Corporation
Medium
SEC-10K 0001137789-26-000159
market_structure
Oligopoly
Medium
SEC-10K 0001137789-26-000159
product_revenue_concentration
Data Center = 80% of revenue
Medium
SEC-10K 0001137789-26-000159
capital_return_posture
Dividend+Buyback
Medium
SEC-10K 0001137789-26-000159
trade_restriction_exposure
High; tariffs and export controls; quantified impact on rare earth elements and specific export compliance risks
Medium
SEC-10K 0001137789-26-000159
seasonality_pattern
Pronounced; Edge IoT weak in second half of fiscal year
Medium
SEC-10K 0001137789-26-000159
liquidity_sufficiency_assertion
Affirmed
Medium
SEC-10K 0001137789-26-000159
channel_inventory_exposure
High; distributor/retailer channel volatility
Medium
SEC-10K 0001137789-26-000159
active_enforcement_matters
Yes; legal settlement matter
Medium
SEC-10K 0001137789-26-000159
purchase_commitment_rigidity
High; $2.1 billion unconditional
Medium
SEC-10K 0001137789-26-000159
cyber_incident_materiality
No
Medium
SEC-10K 0001137789-26-000159
cyber_framework_alignment
Not named
Medium
SEC-10K 0001137789-26-000159
cyber_oversight_body
Audit and Finance Committee
Medium
SEC-10K 0001137789-26-000159
currency_risk_exposure
Moderate; Thai Baht, Singapore Dollar, Chinese Renminbi, British Pound Sterling
Medium
SEC-10K 0001137789-26-000159
hedging_program_scope
FX forwards on GBP/CNY/SGD/THB; commodity forwards on precious metals; no equity hedging disclosed beyond TRS for SDCP
Medium
SEC-10K 0001137789-26-000159
activist_13d_count_1y
0
Medium
SEC-13D/G registry, subject-verified
blockholder_13g_count_1y
6
Medium
SEC-13D/G registry, subject-verified
activist_last_13d_date
none in window
Medium
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.