debt_leverage_profile
0.88x Total Debt / Equity (Moderate leverage)
High
SEC-XBRL
interest_rate_sensitivity
Moderate sensitivity; ISG carries modest debt (~$50M), so a 200bps rate rise adds ~$1M annual interest expense, ~3-5% EPS drag
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
India IT talent delivery concentration and US H-1B visa policy represent top two geopolitical chokepoints
Inferred
Agent_Inference
international_expansion_readiness
EUR (Europe ~40% of revenue), GBP (UK ops), and AUD (ANZ) exposure; EUR/USD and GBP/USD volatility creates ~5-8% revenue translation risk
Inferred
Agent_Inference
geographic_footprint
EUR depreciation vs USD most material; ~40% revenues European-sourced; GBP and AUD secondary; hedging limited for a company of this scale
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 operational input; primary dependency is proprietary research platforms and analyst talent, not external APIs
Inferred
Agent_Inference
business_model_type_primary
Cloud termination would disrupt internal ops but not core revenue delivery; ISG is a human-capital advisory firm, not cloud-native SaaS
Inferred
Agent_Inference
business_model_type_secondary
Secondary disruption to ISG GovernX SaaS platform; ~30-day migration feasible given modest cloud infrastructure footprint
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; ISG's core deliverables are advisory reports and managed services, not deeply integrated software APIs with client systems
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test; ISG sells professional services and research subscriptions, not investment contracts; securities classification risk is negligible
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate GDPR exposure given European client data handling in advisory engagements; CCPA applies to California clients; compliance infrastructure appears standard for firm size
Inferred
Agent_Inference
antitrust_exposure_flag
Low antitrust risk; ISG holds sub-5% market share in fragmented IT advisory/research sector; no dominant market position triggering 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
Approximately 60-65% recurring (research subscriptions, multi-year advisory retainers); 35-40% transactional project-based consulting fees
Inferred
Agent_Inference
monetization_vector
Dual vector: subscription research (ISG Research) and fee-for-service advisory/sourcing engagements; growing SaaS component via GovernX platform
Inferred
Agent_Inference
pricing_architecture
Time-and-materials plus fixed-fee project pricing; limited pricing power buffer; competitive benchmarking market caps rate increases to ~3-5% annually
Inferred
Agent_Inference
pricing_power_rating
Weak-to-moderate; 3/10 pricing power; commoditized advisory space with large competitor alternatives limits ability to raise rates above inflation
Inferred
Agent_Inference
target_gross_margin_bracket
11.9% Gross Margin (Thin (<20%))
High
SEC-XBRL
churn_vulnerability_index
No meaningful free-rider problem; proprietary research behind paywall; churn risk moderate at ~15-20% annual for research subscriptions based on peer benchmarks
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is near-linear with headcount; ~70% of costs are personnel; doubling revenue likely requires ~75-80% headcount increase, marginally sublinear
Inferred
Agent_Inference
marginal_cost_of_growth
Low operating leverage; marginal cost of new revenue dollar is high (~$0.70-0.75 in people cost); EBITDA margin expansion requires scale or offshoring mix shift
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; ISG operates as a unified professional services firm, not a franchise network
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC would rise significantly; current relationship-driven sales model doesn't scale efficiently; requires systematic sales infrastructure investment
Inferred
Agent_Inference
network_effect_present
Weak network effects; ISG Index benchmarking data creates modest data network effect but insufficient to create defensible moat; easily replicated by larger rivals
Inferred
Agent_Inference
asset_efficiency_ratio
6.9% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Tier 3 (recession-vulnerable); enterprise IT advisory spending is discretionary; revenue declined ~10-15% in 2009 and 2020 downturns; not recession-resistant
Inferred
Agent_Inference
customer_segment_primary
Large enterprise and Fortune 500 corporations seeking IT sourcing advisory, vendor benchmarking, and technology research; typical deal size $500K-$5M
Inferred
Agent_Inference
customer_segment_secondary
Mid-market enterprises and public sector clients using GovernX contract management SaaS; secondary but growing segment with higher recurring revenue characteristics
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
1.6% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001371489
High
SEC-EDGAR
ticker
III
High
SEC-EDGAR