Smart Logistics Global Ltd
bf704ac571064b109a4eeeda4d133794
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-24T13:02:42.904248+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-016 Franchise HOW High
Direct: franchise_compliance_risk=If franchise or agency network model exists, compliance drift risk is moderate-high; SLA enforcement and rate compliance gaps estimated at 10–15% of agent network
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High
SG-024
Lock-in
WHO High

Hybrid Combination

Franchise (SG-016) HOW provides the core structure, combined with Product to Capability (SG-036) + Subscription (SG-049) + Lock-in (SG-024) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 4 Medium: 16 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Estimated net debt/EBITDA of 3.0–4.5x typical for mid-market logistics; 20% rate rise adds ~$8–15M annual interest cost pressure
Inferred
Agent_Inference
interest_rate_sensitivity
Floating-rate debt exposure likely 50–70% of total debt; 20% rate increase compresses EBITDA margins by estimated 150–250bps
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
Strait of Malacca (Asia-Pacific freight lanes) and Suez Canal (Europe-Asia routing) are top-two critical chokepoints
Inferred
Agent_Inference
international_expansion_readiness
Significant exposure in emerging markets; currency devaluation in BRL, INR, or MXN could erode 10–20% of international revenue value
Inferred
Agent_Inference
geographic_footprint
Operations across Southeast Asia, South Asia, and Latin America; USD-denominated contracts partially hedge but local cost bases remain exposed
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
High dependency likely on 1–2 freight technology platforms (e.g., project44, FourKites) and major carrier networks exceeding 30% input cost share
Inferred
Agent_Inference
business_model_type_primary
B2B logistics services; cloud termination would disrupt TMS/WMS operations within 30 days, requiring emergency multi-cloud migration at ~$2–5M cost
Inferred
Agent_Inference
business_model_type_secondary
Secondary asset-light brokerage model; cloud dependency for matching algorithms means 30-day termination causes significant revenue disruption
Inferred
Agent_Inference
switching_cost_profile
Moderate-to-high API coupling to ERP systems (SAP, Oracle) and carrier APIs; switching cost estimated at 6–12 months integration effort per enterprise client
Inferred
Agent_Inference
howey_test_risk_index
Low Howey Test risk; primary revenue from logistics services contracts, not investment schemes or profit-sharing arrangements with passive investors
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
High GDPR exposure due to cross-border shipment data; CCPA applies to Californian clients; estimated compliance gap remediation cost $1–3M annually
Inferred
Agent_Inference
antitrust_exposure_flag
Moderate risk if market share in specific freight corridors exceeds 25–30%; pricing coordination with carriers could attract DOJ/EC 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
Estimated 40–55% recurring (multi-year contracts, retainers); 45–60% transactional spot freight; recurring ratio below software peers limits valuation multiple
Inferred
Agent_Inference
monetization_vector
Primary vectors: freight margin spread, managed logistics fees, and value-added services (customs, insurance); technology platform fees emerging as tertiary vector
Inferred
Agent_Inference
pricing_architecture
Volume-tiered pricing with fuel surcharge pass-throughs; stress-test reveals 15–20% fuel spike compresses margins unless surcharge clauses are current
Inferred
Agent_Inference
pricing_power_rating
Moderate pricing power; commodity freight brokerage limits premium pricing; differentiated tech-enabled services command 10–15% above market rate
Inferred
Agent_Inference
target_gross_margin_bracket
Asset-light logistics gross margins typically 15–25%; technology-enhanced managed services segment targets 30–40% gross margin bracket
Inferred
Agent_Inference
churn_vulnerability_index
Low free-rider leakage; B2B contracts with SLAs limit informal usage; churn risk moderate at ~15–20% annual from spot clients migrating to direct carrier deals
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is moderately sublinear; technology automation enables ~1.4x revenue growth per 1x headcount increase; ops and sales roles remain headcount-linear
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost of growth partially variable due to carrier network costs; technology platform investments create fixed-cost leverage above $200M revenue threshold
Inferred
Agent_Inference
franchise_compliance_risk
If franchise or agency network model exists, compliance drift risk is moderate-high; SLA enforcement and rate compliance gaps estimated at 10–15% of agent network
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC efficiency improves via brand leverage; estimated CAC/LTV ratio of 1:4–6 at current scale, targeting 1:8–10 at scale with platform network effects
Inferred
Agent_Inference
network_effect_present
Moderate network effects; shipper-carrier density improves route optimization value; effects are regional and fragile, not globally self-reinforcing like marketplace leaders
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk moderate; route optimization and documentation AI can reduce ops headcount 20–30% over 5 years; human relationships remain critical for enterprise sales
Inferred
Agent_Inference
recession_resistance_tier
Tier 3 moderate resilience; essential goods logistics contracts relatively stable, but discretionary freight and spot volumes drop 20–35% in recessionary environments
Inferred
Agent_Inference
customer_segment_primary
Mid-to-large enterprise shippers (manufacturing, retail, e-commerce); top 10 customers likely represent 35–50% of revenue, indicating concentration risk
Inferred
Agent_Inference
customer_segment_secondary
SME freight clients and e-commerce fulfillment accounts; higher churn but lower concentration risk; secondary segment contributes estimated 25–35% of revenue
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
Capital reallocation trending toward TMS/platform technology and digital infrastructure; legacy warehouse and fleet capex declining as asset-light model matures
Inferred
Agent_Inference
sec_cik
0001987189
High
SEC-EDGAR
ticker
SLGB
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_03PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-24no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.