CGI INC
1f0c4581055441ea835e9caa272f003a
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T15:34:34.843466+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
billing_cadence
null
Inferred
Pending — BM Dev Shop classification run
churn_rate_benchmark
null
Inferred
Pending — BM Dev Shop classification run
annual_recurring_revenue_ratio
null
Inferred
Pending — BM Dev Shop classification run
free_trial_conversion_rate
null
Inferred
Pending — BM Dev Shop classification run
subscriber_ltv_model
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-039 Public Private Partnership HOW High
Direct: customer_segment_primary=Government and public sector (~45% of revenue); high retention, long contracts, but procurement-constrained and politically sensitive on pricing.
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Public Private Partnership (SG-039) HOW provides the core structure, combined with Product to Capability (SG-036) + Subscription (SG-049) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 3 Medium: 17 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt ~C$2.0B, net debt/EBITDA ~1.2x; a 20% EBITDA decline would push leverage to ~1.5x, still within investment-grade covenant comfort.
Inferred
Agent_Inference
interest_rate_sensitivity
~75% of debt is fixed-rate; a 20% rise in floating-rate costs adds ~C$15–20M annual interest expense, modest vs C$1.6B EBIT.
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
Labor talent pools concentrated in India and Eastern Europe; geopolitical disruption in either region could constrain delivery capacity significantly.
Inferred
Agent_Inference
international_expansion_readiness
Top markets: UK (GBP), France (EUR), Australia (AUD); EUR/GBP weakness vs CAD has historically compressed reported margins by 200–300 bps.
Inferred
Agent_Inference
geographic_footprint
Operations in 40+ countries; ~55% revenue from outside North America, with EUR and GBP as largest FX exposures creating 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
No single vendor exceeds 30% of input costs; CGI owns most IP and infrastructure, limiting substitutability risk to niche subcontractors.
Inferred
Agent_Inference
business_model_type_primary
Managed services and IT outsourcing (multi-year contracts); cloud termination risk is moderate—CGI operates hybrid/on-premise environments for most clients.
Inferred
Agent_Inference
business_model_type_secondary
IT consulting and systems integration; project-based work less cloud-dependent, reducing single-provider termination exposure materially.
Inferred
Agent_Inference
switching_cost_profile
High API coupling risk is client-side, not CGI-side; CGI's proprietary IP (e.g., CGI Advantage ERP) creates strong client lock-in, not vendor dependency.
Inferred
Agent_Inference
howey_test_risk_index
Not applicable; CGI's revenue model is fee-for-service IT contracts—no investment contract, common enterprise, or profit-from-others'-efforts structure.
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
High exposure: CGI processes government and healthcare data across EU and UK; GDPR compliance is operationally embedded but remains an ongoing audit and liability risk.
Inferred
Agent_Inference
antitrust_exposure_flag
Low-moderate; CGI holds <5% of global IT services market; no dominant market position in any single geography to trigger meaningful antitrust 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
~75–80% recurring (long-term managed services, outsourcing retainers); ~20–25% transactional (consulting projects, systems integration engagements).
Inferred
Agent_Inference
monetization_vector
Primary monetization via multi-year outsourcing contracts (5–10 year terms) with annuity-like cash flows; secondary via time-and-materials consulting billings.
Inferred
Agent_Inference
pricing_architecture
Cost-plus and fixed-price contract mix; inflation in labor costs (largest input) compresses margins on fixed-price deals—key stress point in wage-inflationary environments.
Inferred
Agent_Inference
pricing_power_rating
Moderate; long-term contracts limit near-term repricing but include CPI escalators; competitive RFP market constrains aggressive price increases at renewal.
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margin ~28–32%; managed services higher (~35%), consulting lower (~22%); below software-pure peers but stable and predictable.
Inferred
Agent_Inference
churn_vulnerability_index
No meaningful free-rider leakage; services are billed and contracted. Churn risk is low given 5–10 year contract terms and high client switching costs.
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is headcount-sublinear at scale due to automation and IP reuse; offshore delivery mix (~31% in India/offshore) improves productivity per dollar.
Inferred
Agent_Inference
marginal_cost_of_growth
Doubling revenue requires ~60–70% headcount growth (not 100%) given IP leverage, automation tools, and offshore scaling; EBITDA margins expand modestly at scale.
Inferred
Agent_Inference
franchise_compliance_risk
null
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC efficiency improves via brand and incumbency; however, government procurement rules limit sole-source awards, requiring continued RFP investment.
Inferred
Agent_Inference
network_effect_present
Weak direct network effects; value accrues from proprietary IP and domain expertise accumulation, not user-to-user interaction—durable but not exponential.
Inferred
Agent_Inference
asset_efficiency_ratio
AI displaces junior consulting and testing roles (~15–20% of workforce over 5 years) but expands managed services margins; net positive for asset-light delivery.
Inferred
Agent_Inference
recession_resistance_tier
Tier 2 (resilient); ~45% of revenue from government clients provides counter-cyclical stability; private-sector IT discretionary spend is vulnerable in downturns.
Inferred
Agent_Inference
customer_segment_primary
Government and public sector (~45% of revenue); high retention, long contracts, but procurement-constrained and politically sensitive on pricing.
Inferred
Agent_Inference
customer_segment_secondary
Financial services and utilities (~30% of revenue); regulated industries with high IT dependency and multi-year outsourcing contracts.
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 is low (~2–3% of revenue); capital allocation skews toward M&A (build-to-acquire strategy) rather than legacy infrastructure, indicating forward-state orientation.
Inferred
Agent_Inference
sec_cik
0001061574
High
SEC-EDGAR
ticker
GIB
High
SEC-EDGAR

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_01FAIL2026-07-231 authored question(s) unanswerable — e.g. QBANK_OPS_002 nee

Live Status

No Live Status block found.