Saur SA
048abec4-d5b0-412c-a17e-8864c6150972
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-22T05:20:28.119949+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
consumer_acquisition_channel
null
Inferred
Pending — BM Dev Shop classification run
brand_loyalty_index
null
Inferred
Pending — BM Dev Shop classification run
impulse_vs_considered_purchase
null
Inferred
Pending — BM Dev Shop classification run
retail_distribution_reach
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-036 Product to Capability WHAT High
Direct: revenue_model_type=~85-90% recurring via multi-year public service delegation contracts (10-30 year terms); ~10-15% transactional from engineering services and works.
SG-049
Subscription
VALUE High

Hybrid Combination

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

55 Archetypes Evaluated High: 2 Medium: 18 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
High leverage ~6-7x Net Debt/EBITDA typical for infrastructure concession model; 20% rate rise increases annual interest cost by ~€30-50M, compressing equity returns significantly.
Inferred
Agent_Inference
interest_rate_sensitivity
Floating-rate debt exposure meaningful; 20% rise in rates (~100-120bps) on ~€3B debt base adds ~€35-45M annual interest burden, reducing distributable cash flow materially.
Inferred
Agent_Inference
geopolitical_supply_exposure
High intensity; European gas dependency on Russia exposed structural energy security vulnerabilities.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
Chemical reagents (chlorine, coagulants) concentrated in European industrial suppliers; energy procurement exposed to Russian gas disruption via European grid pricing.
Inferred
Agent_Inference
international_expansion_readiness
Primary international markets (Africa, Middle East, Latin America) carry high FX devaluation risk; CFA franc, Egyptian pound, and Chilean peso exposure partially hedged via euro-denominated concession contracts.
Inferred
Agent_Inference
geographic_footprint
~70% France, ~30% international across Africa (Senegal, Morocco), Middle East, and Latin America; sovereign FX risk moderate but partially mitigated by USD/EUR-linked concession structures.
Inferred
Agent_Inference
commodity_exposure_profile
High intensity; commodities: Natural Gas, Coal, Uranium, Crude Oil, Copper (grid), Lithium (storage); geopolitical: European gas dependency on Russia exposed structural energy security vulnerabilities.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
No single vendor exceeds 30% of input costs; energy and chemicals are diversified, but grid energy providers represent a near-non-substitutable dependency for treatment plant operations.
Inferred
Agent_Inference
business_model_type_primary
Asset-light concession/delegated public service model; cloud infrastructure disruption would affect billing and SCADA analytics but not core water delivery operations.
Inferred
Agent_Inference
business_model_type_secondary
Secondary digital/smart water management services have cloud dependency; 30-day termination notice would disrupt analytics platforms but not physical water infrastructure.
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; operational technology (OT) systems are proprietary SCADA-based, not heavily API-coupled to third-party cloud platforms.
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test; revenue model is fee-for-service under public concession contracts, not an investment of money in a common enterprise with profit expectation.
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
High GDPR exposure as French/EU operator handling customer billing and consumption data for millions of households; CCPA not applicable; DPA compliance costs embedded in operations.
Inferred
Agent_Inference
antitrust_exposure_flag
Moderate; regional monopoly concessions are legally sanctioned but subject to French competition authority (Autorité de la concurrence) oversight on contract renewals and pricing.
Inferred
Agent_Inference
regulatory_exposure_profile
Very High burden; regimes: FERC, NERC, EPA, NRC, State PUCs, DOE; Rate-case lag and clean-energy mandates compress returns on regulated asset base.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
~85-90% recurring via multi-year public service delegation contracts (10-30 year terms); ~10-15% transactional from engineering services and works.
Inferred
Agent_Inference
monetization_vector
Per-cubic-meter water/wastewater tariffs under regulated concession agreements, supplemented by infrastructure works and technical assistance fees.
Inferred
Agent_Inference
pricing_architecture
Tariff-regulated pricing set by municipalities; limited unilateral pricing power but inflation indexation clauses (INSEE indices) provide partial pass-through protection.
Inferred
Agent_Inference
pricing_power_rating
Moderate; inflation-linked tariff escalators protect margins but municipal renegotiation risk at contract renewal caps upside pricing power. Rating: 6/10.
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margin estimated 25-35%; water utility concession margins are constrained by high OpEx (energy, labor, chemicals) and regulated tariff structures.
Inferred
Agent_Inference
churn_vulnerability_index
Minimal free-rider risk; water is a metered essential service with legal consumption obligations. Churn risk is near-zero within contract periods; risk is contract non-renewal.
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is headcount-sublinear due to concession model; new contracts add infrastructure OpEx but technology and shared services create economies of scale beyond ~€1B revenue.
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost of growth is primarily capital deployment for new concessions, not headcount; existing operational platform supports incremental contracts with <50% proportional cost increase.
Inferred
Agent_Inference
franchise_compliance_risk
Not a franchise model; public service delegation contracts carry municipal audit and performance KPI compliance risk, with financial penalties for service level breaches.
Inferred
Agent_Inference
customer_acquisition_metric
CAC not applicable at scale; growth via competitive tender for public concessions. At 10x scale, bid costs per contract rise but unit economics improve via shared infrastructure.
Inferred
Agent_Inference
network_effect_present
Weak network effects; water networks are geographic natural monopolies, not platform businesses. Durability comes from regulatory barriers, not network dynamics.
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low for core water delivery; moderate for meter reading, predictive maintenance, and leak detection where AI/IoT can reduce field technician headcount ~15-20%.
Inferred
Agent_Inference
recession_resistance_tier
Tier 1 recession-resistant; water and wastewater services are essential, legally mandated, and publicly subsidized. Volume demand is near-inelastic to economic cycles.
Inferred
Agent_Inference
customer_segment_primary
French and European municipalities (collectivités territoriales) representing ~70% of revenue; top-10 municipal clients likely represent 30-40% of total revenue.
Inferred
Agent_Inference
customer_segment_secondary
Industrial clients and international public utilities (Africa, Middle East) representing ~15-20% of revenue; sovereign/municipal counterparty concentration risk in emerging markets.
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", "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"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.34 (HIL — ~34% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
Capital increasingly allocated to network renewal, smart metering, and digital infrastructure; legacy pipe replacement remains dominant CapEx (~60%) with ~15-20% toward future-state digital.
Inferred
Agent_Inference
sec_cik
null
Inferred
Agent_Inference
ticker
Saur SA is privately held (Ardian-backed); no public ticker. Discount/premium analysis not applicable to public market pricing.
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_03PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-22no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.