debt_leverage_profile
Net debt ~$1.5B; debt/EBITDA ~3x; 20% rate rise adds ~$30M annual interest expense given floating-rate exposure
Inferred
Agent_Inference
interest_rate_sensitivity
Moderate sensitivity; ~40% of debt estimated floating-rate; 20% rate increase pressures already thin free cash flow margins
Inferred
Agent_Inference
geopolitical_supply_exposure
Medium intensity; US-China trade tariffs on metals and components disrupt supply chains.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
US-China semiconductor restrictions affecting hardware procurement; India-US visa/labor policy impacting offshore delivery workforce
Inferred
Agent_Inference
international_expansion_readiness
Significant exposure: EUR (Europe ~35% revenue), JPY (Japan ~10%), BRL (Brazil ~5%); all volatile versus USD in recent cycles
Inferred
Agent_Inference
geographic_footprint
Operations in 60+ countries; top markets USA, Germany, Japan, UK, India; EUR and JPY devaluation pose meaningful translation risk
Inferred
Agent_Inference
commodity_exposure_profile
Medium intensity; commodities: Steel, Aluminum, Copper, Crude Oil (fuel), Rare Earth Elements, Plastics/Resins; geopolitical: US-China trade tariffs on metals and components disrupt supply chains.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
IBM represents non-substitutable legacy infrastructure and IP dependency; estimated >30% of operational input through transition agreements
Inferred
Agent_Inference
business_model_type_primary
Managed services / IT infrastructure services provider; not primarily cloud-native, reducing hyperscaler termination impact significantly
Inferred
Agent_Inference
business_model_type_secondary
Multi-cloud integrator; uses AWS, Azure, GCP as delivery platforms; 30-day termination would disrupt ~20-30% of managed cloud workloads
Inferred
Agent_Inference
switching_cost_profile
High API and platform coupling via IBM legacy systems, SAP, Oracle integrations; customer switching costs high but vendor switching costs also elevated
Inferred
Agent_Inference
howey_test_risk_index
Low Howey risk; pure B2B managed services revenue model; no token, profit-sharing, or investment contract structure present
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
High GDPR exposure managing EU enterprise data across 30+ countries; CCPA relevant for US clients; significant compliance infrastructure required
Inferred
Agent_Inference
antitrust_exposure_flag
Low antitrust risk; fragmented IT services market with IBM, Accenture, TCS, Infosys competitors; no dominant market share position
Inferred
Agent_Inference
regulatory_exposure_profile
Medium burden; regimes: FAA, DOT, OSHA, EPA, ITAR, FTC; Export controls and defense procurement rules create contract concentration risk.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
~85-90% recurring via multi-year managed services contracts (avg 3-5 year terms); ~10-15% transactional project/consulting work
Inferred
Agent_Inference
monetization_vector
Long-term managed services contracts with fixed/variable fee structures; upsell via cloud migration and modernization services
Inferred
Agent_Inference
pricing_architecture
Cost-plus and outcome-based pricing; margin stress-tested against labor inflation and currency headwinds; limited pricing power in competitive rebids
Inferred
Agent_Inference
pricing_power_rating
Weak-to-moderate; legacy infrastructure contracts face aggressive rebidding; newer cloud/security services carry slightly better pricing leverage
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margin ~15-18%; structurally below IT services peers due to hardware pass-through costs and labor-intensive delivery model
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider problem; paid enterprise contracts only; churn risk is contract non-renewal at expiration, estimated ~10-15% annual revenue at risk
Inferred
Agent_Inference
headcount_cost_structure
Largely headcount-linear; ~90,000 employees; revenue growth requires proportional delivery headcount; sublinear only via automation investments
Inferred
Agent_Inference
marginal_cost_of_growth
High marginal cost; each new contract requires dedicated delivery staff; automation initiatives aim to improve but not yet structurally sublinear
Inferred
Agent_Inference
franchise_compliance_risk
Not a franchise model; null
Inferred
Agent_Inference
customer_acquisition_metric
CAC not publicly disclosed; at 10x scale, enterprise sales cycle length and delivery complexity would compress margins without automation
Inferred
Agent_Inference
network_effect_present
Minimal network effects; managed services value does not compound with customer count; no platform flywheel dynamic present
Inferred
Agent_Inference
asset_efficiency_ratio
3.3% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Moderate resilience; essential IT infrastructure hard to cut immediately, but discretionary modernization projects deferred; Tier 2 recession resistance
Inferred
Agent_Inference
customer_segment_primary
Large enterprise and Global 2000 corporations across financial services, manufacturing, retail, telecom, healthcare verticals
Inferred
Agent_Inference
customer_segment_secondary
Government and public sector clients globally; regulated industries requiring compliance-heavy managed infrastructure services
Inferred
Agent_Inference
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", "33-0000 Protective Service Occupations", "37-0000 Building and Grounds Cleaning and Maintenance Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "47-0000 Construction and Extraction Occupations", "49-0000 Installation, Maintenance, and Repair Occupations", "51-0000 Production Occupations", "53-0000 Transportation and Material Moving Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.3 (HIL — ~30% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
5.0% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001867072
High
SEC-EDGAR