Harsco Corporation
737746d4-5879-4548-a98b-e743ebf09927
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T06:09:35.149096+00:00

Business Model Classification Tokens

contract_cycle_length
null
Inferred
Pending — BM Dev Shop classification run
enterprise_sales_motion
null
Inferred
Pending — BM Dev Shop classification run
procurement_complexity
null
Inferred
Pending — BM Dev Shop classification run
vendor_lock_coefficient
null
Inferred
Pending — BM Dev Shop classification run
consumption_unit_definition
null
Inferred
Pending — BM Dev Shop classification run
usage_billing_granularity
null
Inferred
Pending — BM Dev Shop classification run
overage_penalty_structure
null
Inferred
Pending — BM Dev Shop classification run
minimum_commitment_floor
null
Inferred
Pending — BM Dev Shop classification run
metered_margin_profile
null
Inferred
Pending — BM Dev Shop classification run
bundle_discount_depth
null
Inferred
Pending — BM Dev Shop classification run
cross_sell_attach_rate
null
Inferred
Pending — BM Dev Shop classification run
bundle_churn_vs_single_churn
null
Inferred
Pending — BM Dev Shop classification run
bundle_margin_blended
null
Inferred
Pending — BM Dev Shop classification run
upsell_pathway_architecture
null
Inferred
Pending — BM Dev Shop classification run

Business Model Archetype Classification

University of St. Gallen — 55 Business Model Navigator (Gassmann et al.)

SG-036 Product to Capability WHAT High
Direct: revenue_model_type=~70-75% recurring via long-term service contracts (3-10 year terms) with steel mills; ~25-30% transactional project-based environmental remediation
SG-049
Subscription
VALUE High
SG-010
Digitization
WHAT High
SG-025
Long Tail
WHAT High
SG-033
Peer-to-Peer
HOW High
SG-053
Two-sided Market
HOW High

Hybrid Combination

Product to Capability (SG-036) WHAT provides the core structure, combined with Subscription (SG-049) + Digitization (SG-010) + Long Tail (SG-025) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 6 Medium: 17 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt ~$700M, leverage ratio ~4-5x EBITDA; 20% rate rise adds ~$14M annual interest expense on floating-rate debt
Inferred
Agent_Inference
interest_rate_sensitivity
Approximately 60-70% of debt is floating rate; 20% rate increase (~100bps) compresses EPS by ~$0.15-0.20 per share
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
European steel mill slag-processing contracts (Ukraine/Russia conflict zone) and Latin American mineral input logistics via Panama corridor
Inferred
Agent_Inference
international_expansion_readiness
High exposure: Brazilian Real, Euro, and British Pound devaluation risk; ~60% of revenue is international, amplifying translation losses
Inferred
Agent_Inference
geographic_footprint
Operations in 30+ countries; top revenue markets are Europe (~35%), Americas (~40%), Asia-Pacific (~15%); multi-currency translation risk is material
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
No single vendor exceeds 30% of input costs; however, steel mill off-take agreements create quasi-lock-in for Environmental Solutions segment
Inferred
Agent_Inference
business_model_type_primary
Primarily industrial services on-site at client facilities; cloud dependency is minimal—operations are physical, not platform-based
Inferred
Agent_Inference
business_model_type_secondary
Cloud termination would disrupt back-office ERP and reporting systems but not core revenue-generating field operations; recovery within 60-90 days feasible
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; Harsco's operations are physically embedded at client steel mill and industrial sites, not software-integrated ecosystems
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test—revenue model is fee-for-service industrial contracts, not investment of money in common enterprise expecting profits from others' efforts
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate GDPR exposure in European operations; CCPA exposure limited; primary data is operational/industrial, not personal consumer data
Inferred
Agent_Inference
antitrust_exposure_flag
Low-to-moderate; niche industrial environmental services market with few direct competitors, but no dominant market share triggering regulatory scrutiny
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
~70-75% recurring via long-term service contracts (3-10 year terms) with steel mills; ~25-30% transactional project-based environmental remediation
Inferred
Agent_Inference
monetization_vector
Fee-for-service model: per-ton processed, fixed monthly service fees, and project milestone billings; contract-embedded pricing adjustments
Inferred
Agent_Inference
pricing_architecture
Contracts include CPI/PPI escalators and commodity pass-throughs; stress scenario of 15% volume decline at steel mills would reduce revenue ~10-12%
Inferred
Agent_Inference
pricing_power_rating
Moderate; embedded escalators provide inflation protection but competitive re-bidding at contract renewal limits significant above-inflation price increases
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margin ~20-25%; Environmental Solutions segment margins pressured by labor intensity and energy costs; Harsco Rail segment slightly higher
Inferred
Agent_Inference
churn_vulnerability_index
Minimal free-rider problem; services are physically exclusive on-site contracts—no digital content or public-good characteristics present
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is largely headcount-linear; field operations at industrial sites require proportional labor scaling—limited automation substitution near-term
Inferred
Agent_Inference
marginal_cost_of_growth
Sublinear only at corporate overhead level; site-level operations require near-proportional headcount, making marginal cost of growth relatively high
Inferred
Agent_Inference
franchise_compliance_risk
Not a franchise model; direct service delivery via wholly-owned operations and subsidiaries—no franchise network compliance drift risk applicable
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC becomes negligible relative to contract value (LTV:CAC likely >20:1) but capacity constraints at steel mill sites limit addressable expansion
Inferred
Agent_Inference
network_effect_present
No meaningful network effects; value of service does not increase with additional customers—purely bilateral industrial service relationships
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk is low; core operations involve physical slag handling, environmental remediation, and rail maintenance—not automatable in near term
Inferred
Agent_Inference
recession_resistance_tier
Tier 3 (cyclically sensitive); revenue tied to global steel production volumes, which decline 15-25% in recessions, directly compressing Harsco volumes
Inferred
Agent_Inference
customer_segment_primary
Large integrated steel producers and electric arc furnace operators globally (e.g., ArcelorMittal, Nucor, SSAB represent significant contract concentration)
Inferred
Agent_Inference
customer_segment_secondary
Industrial facility operators requiring environmental remediation and hazardous waste management services; government/municipal rail infrastructure owners
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
Capex ~$60-80M annually; primarily maintenance and contract mobilization; limited reallocation to future-state infrastructure—legacy-sustaining capital model
Inferred
Agent_Inference
sec_cik
789460
Inferred
Agent_Inference
ticker
HSC trades at ~5-7x EV/EBITDA, reflecting steel-cycle exposure, leverage overhang, and environmental liability discount—likely below intrinsic value on normalized earnings
Inferred
Agent_Inference

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_03PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-23no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.