monetization_vector
recurring fees / per-employee fees / interest on client funds
Medium
SEC-10K 0000008670-26-000030
pricing_architecture
Tiered / usage-based / negotiated
Medium
SEC-10K 0000008670-26-000030
target_gross_margin_bracket
6.0% Gross Margin (Thin (<20%))
High
SEC-XBRL
revenue_model_type
subscription / transactional
Medium
SEC-10K 0000008670-26-000030
customer_acquisition_metric
Direct sales force / digital sales / indirect channels
Medium
SEC-10K 0000008670-26-000030
customer_segment_primary
enterprise / SMB
Medium
SEC-10K 0000008670-26-000030
customer_segment_secondary
government
Medium
SEC-10K 0000008670-26-000030
business_model_type_primary
SaaS / professional services outsourcing
Medium
SEC-10K 0000008670-26-000030
business_model_type_secondary
asset manager / financial intermediary
Medium
SEC-10K 0000008670-26-000030
supply_chain_dependency
Moderate
Medium
SEC-10K 0000008670-26-000030
headcount_cost_structure
45.6% OpEx / Revenue (High Cost Structure)
High
SEC-XBRL
geographic_footprint
Global / predominantly North America
Medium
SEC-10K 0000008670-26-000030
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0000008670-26-000030
antitrust_exposure_flag
Yes
Medium
SEC-10K 0000008670-26-000030
data_sovereignty_risk
High
Medium
SEC-10K 0000008670-26-000030
vendor_lock_dependency_score
Moderate
Medium
SEC-10K 0000008670-26-000030
pricing_power_rating
Strong
Medium
SEC-10K 0000008670-26-000030
network_effect_present
Partial
Medium
SEC-10K 0000008670-26-000030
switching_cost_profile
High
Medium
SEC-10K 0000008670-26-000030
asset_efficiency_ratio
9.1% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0000008670-26-000030
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0000008670-26-000030
debt_leverage_profile
0.01x 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
45.6% OpEx as % Revenue (High Growth Cost)
High
SEC-XBRL
franchise_compliance_risk
N-A
Medium
SEC-10K 0000008670-26-000030
international_expansion_readiness
High
Medium
SEC-10K 0000008670-26-000030
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
0000008670
High
SEC-EDGAR
ticker
ADP
High
SEC-EDGAR
churn_vulnerability_index
Low
Medium
SEC-10K 0000008670-26-000030
Filings_Dog_Scope
antitrust_exposure_flag,business_model_type_primary,business_model_type_secondary,churn_vulnerability_index,customer_acquisition_metric,customer_segment_primary,customer_segment_secondary,data_sovereignty_risk,franchise_compliance_risk,geographic_footprint,geopolitical_supply_exposure,headcount_cost_structure,howey_test_risk_index,interest_rate_sensitivity,international_expansion_readiness,marginal_cost_of_growth,monetization_vector,network_effect_present,pricing_architecture,pricing_power_rating,recession_resistance_tier,regulatory_burden_tier,revenue_model_type,supply_chain_dependency,switching_cost_profile,vendor_lock_dependency_score
High
SEC-10K 0000008670-26-000030
insider_buys_6m
1
High
SEC-Form4 0001225208-26-007726..0001225208-26-004518
insider_sells_6m
25
High
SEC-Form4 0001225208-26-007726..0001225208-26-004518
insider_net_shares_6m
-41458
High
SEC-Form4 0001225208-26-007726..0001225208-26-004518
insider_last_transaction_date
2026-09-03
High
SEC-Form4 0001225208-26-007726..0001225208-26-004518
Insider_Dog_Checked
2026-10-03T13:52|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
activist_13d_count_1y
0
High
SEC-13D/G registry, subject-verified
blockholder_13g_count_1y
3
High
SEC-13D/G registry, subject-verified
activist_last_13d_date
none in window
High
SEC-13D/G registry, subject-verified