newcleo Ltd.
051377717f804dac99a12587b263bc91
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-24T17:02:58.379031+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
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=Pre-revenue; future model is multi-decade government and utility contracts (recurring), supplemented by fuel supply agreements; ~0% recurring today.. Corroborated: marginal_cost_of_growth=Marginal cost of growth is capital-intensive (reactor build) but intellectually fixed; duplicating reactor design has near-zero marginal engineering cost.
SG-010
Digitization
WHAT High
SG-022
Layer Player
HOW High
SG-025
Long Tail
WHAT High
SG-049
Subscription
VALUE High
SG-024
Lock-in
WHO High
SG-039
Public Private Partnership
HOW High

Hybrid Combination

Product to Capability (SG-036) WHAT provides the core structure, combined with Digitization (SG-010) + Layer Player (SG-022) + Long Tail (SG-025) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 7 Medium: 19 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Pre-revenue deep-tech startup; minimal debt, equity-funded via ~£300M raised; leverage near zero but burn rate is high.
Inferred
Agent_Inference
interest_rate_sensitivity
Negligible direct interest rate sensitivity; no significant debt load, but high rates increase cost of future equity/debt raises.
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
1) Russian/Central Asian enriched uranium supply; 2) French nuclear-grade steel and zirconium alloy fabrication capacity.
Inferred
Agent_Inference
international_expansion_readiness
Operations in UK, France, Italy; GBP/EUR/USD exposure moderate; no material revenue yet, so devaluation impact is on cost base not revenue.
Inferred
Agent_Inference
geographic_footprint
Primarily UK (HQ), France (R&D/engineering), Italy (fuel fab ambitions); EUR and GBP currency costs dominate with USD procurement exposure.
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 on ORANO (France) for nuclear fuel services and on a very limited pool of qualified nuclear-grade component suppliers.
Inferred
Agent_Inference
business_model_type_primary
Hardware/infrastructure developer; not cloud-dependent operationally; simulation HPC workloads use cloud but not mission-critical single-vendor locked.
Inferred
Agent_Inference
business_model_type_secondary
Secondary risk: loss of HPC cloud access delays neutronics modeling; recoverable within ~90 days via alternative providers or on-premise clusters.
Inferred
Agent_Inference
switching_cost_profile
Low cloud API coupling risk; primary IP is proprietary reactor/fuel design, not software-platform dependent; vendor switching feasible.
Inferred
Agent_Inference
howey_test_risk_index
Low Howey risk; revenue model is B2G reactor/fuel contracts, not token or investment-scheme based; no securities law ambiguity in core model.
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate; holds sensitive nuclear design data subject to UK ONR, French ASN, and EU dual-use export controls, not primarily GDPR/CCPA driven.
Inferred
Agent_Inference
antitrust_exposure_flag
Low antitrust risk; nascent SMR market with few players; no dominant market position yet; regulatory concern is nuclear safety, not competition law.
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
Pre-revenue; future model is multi-decade government and utility contracts (recurring), supplemented by fuel supply agreements; ~0% recurring today.
Inferred
Agent_Inference
monetization_vector
Primary monetization: long-term power purchase and reactor supply agreements with utilities/governments; secondary: LEU+ fuel fabrication and supply.
Inferred
Agent_Inference
pricing_architecture
Cost-plus regulatory pricing typical of nuclear sector; pricing power constrained by public utility regulation but protected by high barriers to entry.
Inferred
Agent_Inference
pricing_power_rating
Moderate-high long-term; once licensed, switching costs and regulatory moats lock in pricing; pre-licensure pricing power is minimal.
Inferred
Agent_Inference
target_gross_margin_bracket
Target gross margin 30–50% at scale, consistent with nuclear plant operators; early commercial phase margins will be compressed by high fixed costs.
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider risk; nuclear technology is proprietary and export-controlled; IP leakage is the concern, not free-riding on public goods.
Inferred
Agent_Inference
headcount_cost_structure
Growth is headcount-sublinear at scale; reactor design is fixed-cost intensive; fuel supply and operations scale with output, not proportional to headcount.
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost of growth is capital-intensive (reactor build) but intellectually fixed; duplicating reactor design has near-zero marginal engineering cost.
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; newcleo does not operate a franchise model.
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC becomes immaterial relative to multi-billion contract values; key constraint is regulatory licensing timelines, not customer acquisition spend.
Inferred
Agent_Inference
network_effect_present
Weak direct network effects; indirect effects emerge via regulatory precedent (first-mover licensing lowers subsequent approval costs) and fuel supply scale.
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low; core value is nuclear physics IP and regulatory approvals, not automatable knowledge work.
Inferred
Agent_Inference
recession_resistance_tier
High recession resistance; nuclear baseload power is essential infrastructure; government energy security mandates protect demand in downturns.
Inferred
Agent_Inference
customer_segment_primary
Primary: national governments and state-owned utilities seeking low-carbon baseload capacity (UK, France, Italy priority markets).
Inferred
Agent_Inference
customer_segment_secondary
Secondary: industrial decarbonization customers (hydrogen, heat) and potentially defense/naval propulsion programs in allied nations.
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
Heavily forward-looking capex; all capital allocated to future-state (reactor design, licensing, fuel fab facility); zero legacy infrastructure reallocation needed.
Inferred
Agent_Inference
sec_cik
null
Inferred
Agent_Inference
ticker
Privately held (not publicly listed as of mid-2025); no ticker available; valuation opacity limits discount assessment.
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_03PASS2026-07-24no 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.