ATIF Holdings Ltd
7539a46beec949a5be289dd2988cc793
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-24T22:38:01.101654+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
transaction_fee_percentage
null
Inferred
Pending — BM Dev Shop classification run
deal_closure_rate
null
Inferred
Pending — BM Dev Shop classification run
counterparty_trust_architecture
null
Inferred
Pending — BM Dev Shop classification run
regulatory_license_requirements
null
Inferred
Pending — BM Dev Shop classification run
market_liquidity_dependency
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-049 Subscription VALUE High
Direct: monetization_vector contains [Fee-for-service on IPO advisory, loan facilitation commissions, and media advertising; recurring portion estimated below 20% of total revenue]; revenue_model_type=Predominantly transactional (~80-85%); project-based consulting engagements with limited recurring retainer contracts, creating high revenue volatility quarter-to-quarter
SG-002
Affiliation
VALUE High
SG-006
Cash Machine
VALUE High
SG-036
Product to Capability
WHAT High
SG-020
Hidden Revenue
VALUE High

Hybrid Combination

Subscription (SG-049) VALUE provides the core structure, combined with Affiliation (SG-002) + Cash Machine (SG-006) + Product to Capability (SG-036) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 5 Medium: 14 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.09x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
Low direct sensitivity; minimal long-term debt on balance sheet, but rising rates compress valuation multiples for unprofitable micro-cap financial services firms
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
China-based regulatory approval pipeline and U.S. SEC/FINRA compliance infrastructure represent primary chokepoints for service delivery
Inferred
Agent_Inference
international_expansion_readiness
Primary revenue in China/Hong Kong USD-pegged or RMB-denominated; RMB devaluation risk moderate, HKD peg risk low, USD functional currency buffers exposure
Inferred
Agent_Inference
geographic_footprint
Operations split China-U.S.; RMB depreciation directly erodes consulting revenue recognized in China, estimated 60-70% of revenues China-sourced
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
Dependent on Chinese regulatory bodies and U.S. broker-dealer partners; no single tech vendor >30% but regulatory gatekeepers are non-substitutable
Inferred
Agent_Inference
business_model_type_primary
Primarily consulting/advisory services, not cloud-dependent for core delivery; cloud termination would cause operational disruption but not immediate revenue cessation
Inferred
Agent_Inference
business_model_type_secondary
Secondary digital media and loan facilitation services have moderate cloud dependency; migration feasible within 60-90 days to alternative providers
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; business model relies on human advisory relationships and regulatory licenses rather than deep technical API integrations
Inferred
Agent_Inference
howey_test_risk_index
Low Howey risk; primary revenue from consulting fees and service retainers, not investment contracts or profit-sharing arrangements with clients
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate; client financial data held across U.S. and China jurisdictions creates GDPR-lite exposure under PIPL (China) and limited CCPA risk given B2B SME focus
Inferred
Agent_Inference
antitrust_exposure_flag
Minimal antitrust risk; sub-scale micro-cap with negligible market share in fragmented cross-border financial consulting and capital markets advisory space
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
Predominantly transactional (~80-85%); project-based consulting engagements with limited recurring retainer contracts, creating high revenue volatility quarter-to-quarter
Inferred
Agent_Inference
monetization_vector
Fee-for-service on IPO advisory, loan facilitation commissions, and media advertising; recurring portion estimated below 20% of total revenue
Inferred
Agent_Inference
pricing_architecture
Project-based fixed-fee model with limited pricing power; fees tied to deal completion milestones, creating binary revenue recognition and margin compression risk
Inferred
Agent_Inference
pricing_power_rating
Weak (2/10); commoditized cross-border advisory space with abundant Chinese boutique competitors, no proprietary differentiation sustaining premium pricing
Inferred
Agent_Inference
target_gross_margin_bracket
3500.0% Gross Margin (Premium (>60%))
High
SEC-XBRL
churn_vulnerability_index
High churn vulnerability; transactional client relationships post-IPO provide no recurring revenue, requiring constant new client acquisition to maintain revenue
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is headcount-linear; professional services model requires proportional senior advisor addition to scale deal volume, limiting operating leverage
Inferred
Agent_Inference
marginal_cost_of_growth
High marginal cost; each incremental revenue dollar requires additional licensed professionals, compliance overhead, and relationship investment with minimal technology leverage
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; ATIF operates no franchise network
Inferred
Agent_Inference
customer_acquisition_metric
Unit economics deteriorate at scale; CAC relies on founder networks in China, not scalable channels, making 10x scale dependent on relationship capital unavailable
Inferred
Agent_Inference
network_effect_present
No meaningful network effects; each client transaction is independent, referrals exist anecdotally but no platform-based compounding user value
Inferred
Agent_Inference
asset_efficiency_ratio
-105.8% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Tier 4 (highly cyclical); IPO advisory and capital markets consulting collapse in risk-off environments, as demonstrated by near-zero revenue during 2022-2023 market downturns
Inferred
Agent_Inference
customer_segment_primary
Chinese SMEs and entrepreneurs seeking U.S. capital markets access (Nasdaq listings); high concentration risk with likely top-3 clients representing >50% of revenue
Inferred
Agent_Inference
customer_segment_secondary
U.S.-based Chinese diaspora investors and small financial institutions seeking cross-border loan facilitation and media financial content
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
7.3% CapEx / Revenue (Moderate-CapEx)
High
SEC-XBRL
sec_cik
0001755058
High
SEC-EDGAR
ticker
AUC
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.